{"meta":{"generated_at":"2026-06-02T17:49:53.540Z","source":"AIDB.digital","license":"CC-BY-4.0 attribution required","counts":{"categories":21,"companies":960,"people":501,"models":76,"investors":19}},"categories":[{"id":1,"slug":"foundation-models","name":"Foundation Models / LLM Providers","description":"Labs training frontier large language and multimodal models accessed via apps and APIs."},{"id":2,"slug":"chatbots-assistants","name":"AI Chatbots / Assistants","description":"Consumer and prosumer conversational assistants and companions."},{"id":3,"slug":"ai-search","name":"AI Search / Answer Engines","description":"Citation-grounded answer engines and AI-native search experiences."},{"id":4,"slug":"image-generation","name":"Image Generation","description":"Text-to-image and image-editing generative models and apps."},{"id":5,"slug":"video-generation","name":"Video Generation / Editing","description":"Text/image-to-video models, avatar video, and AI editing tools."},{"id":6,"slug":"voice-audio-music","name":"Voice / Audio / Music","description":"Text-to-speech, speech-to-text, voice agents, and music generation."},{"id":7,"slug":"coding-dev-tools","name":"Coding / Developer Tools","description":"AI copilots, autonomous coding agents, and AI-native IDEs and app builders."},{"id":8,"slug":"enterprise-agents","name":"Enterprise AI / Agents / Support","description":"Customer-experience, knowledge-work, and vertical enterprise agents."},{"id":9,"slug":"sales-crm","name":"Sales / CRM AI","description":"AI SDRs, enrichment, conversation intelligence, and go-to-market tooling."},{"id":10,"slug":"writing-content","name":"Writing / Content / Marketing","description":"Generative writing, brand content, and marketing copy tools."},{"id":11,"slug":"productivity-workflow","name":"Productivity / Workflow / Automation","description":"Meeting notes, workflow automation, and agent orchestration frameworks."},{"id":12,"slug":"legal-finance","name":"Legal / Finance Vertical AI","description":"AI workflows for law firms, banks, and financial research."},{"id":13,"slug":"healthcare","name":"Healthcare / Life Sciences AI","description":"Clinical scribes, patient agents, decision support, and drug discovery."},{"id":14,"slug":"design-creative","name":"Design / Creative Tools","description":"Generative UI, design, and website-building tools."},{"id":15,"slug":"data-analytics","name":"Data / Analytics AI","description":"AI in data warehouses, business intelligence, and analytics."},{"id":16,"slug":"robotics-physical","name":"Robotics / Physical AI","description":"Humanoid robots and embodied foundation models."},{"id":17,"slug":"defense-government","name":"Defense / Government AI","description":"Autonomy, battlefield AI, and national-security platforms."},{"id":18,"slug":"ai-infrastructure","name":"AI Infrastructure","description":"GPU clouds, inference, vector databases, silicon, and observability."},{"id":19,"slug":"data-labeling","name":"Data Labeling / Training Data","description":"Human-feedback, annotation, and training-data operations."},{"id":20,"slug":"hardware-devices","name":"AI Hardware / Devices","description":"Consumer AI devices, wearables, and on-device AI."},{"id":21,"slug":"browsers-os","name":"Browsers / Operating Layer","description":"Agentic browsers and OS-level AI entry points."}],"companies":[{"id":14,"slug":"cursor-anysphere","name":"Cursor (Anysphere)","website":"https://cursor.com","hqLocation":"San Francisco, CA, USA","foundedYear":2022,"category":["coding-dev-tools"],"description":"AI-native code editor (a VS Code fork) with the Composer agent and background agents; fastest B2B software scale on record.","fundingTotal":"~$3.4-5B","latestValuation":null,"revenueArr":"$2B ARR (Feb 2026), from $100M in Jan 2025","profitabilityStatus":"Not disclosed","headcount":"~300+","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"1M+ paying customers, 50K enterprise teams, ~70% of Fortune 1000. Acquired Graphite (Dec 2025). In talks for ~$50B raise (April 2026).","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:11.760Z","updatedAt":"2026-05-23T15:02:11.760Z"},{"id":12,"slug":"suno","name":"Suno","website":"https://suno.com","hqLocation":"Cambridge, MA, USA","foundedYear":2022,"category":["voice-audio-music"],"description":"AI music generation platform creating full songs from prompts, with the Suno Studio multitrack workstation.","fundingTotal":"$375M","latestValuation":null,"revenueArr":"$200M ARR (at round)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Settled $500M lawsuit with Warner Music Group (Nov 2025); still fighting Universal/Sony, Koda, and GEMA suits.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:11.586Z","updatedAt":"2026-05-23T15:02:11.586Z"},{"id":34,"slug":"deepseek","name":"DeepSeek","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Open-weights reasoning LLMs at low cost","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Liang Wenfeng","pricingTier":"Free open / API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":15,"createdAt":"2026-05-23T15:02:13.536Z","updatedAt":"2026-05-23T15:02:13.536Z"},{"id":9,"slug":"midjourney","name":"Midjourney","website":"https://midjourney.com","hqLocation":"San Francisco, CA, USA","foundedYear":2021,"category":["image-generation","video-generation"],"description":"Self-funded image (and now video) generation lab operating via Discord and web, known for high-aesthetic output.","fundingTotal":"$0 (bootstrapped, zero outside VC)","latestValuation":null,"revenueArr":"~$500M revenue (2025)","profitabilityStatus":"Profitable since Aug 2022","headcount":"~107","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"1.2-2.5M DAU, 26.8% global image-gen market share. V7 model and native video. Meta licensing partnership (Aug 2025).","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:11.328Z","updatedAt":"2026-05-23T15:02:11.328Z"},{"id":6,"slug":"mistral-ai","name":"Mistral AI","website":"https://mistral.ai","hqLocation":"Paris, France","foundedYear":2023,"category":["foundation-models","chatbots-assistants"],"description":"European open-weights LLM lab producing Mistral Large, Medium, Magistral (reasoning), Devstral (coding), and the Le Chat consumer app.","fundingTotal":"~$3.05B + $830M (March 2026)","latestValuation":null,"revenueArr":"~$100M ARR (2025), up ~25x YoY","profitabilityStatus":"Not profitable","headcount":"~276","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Apache 2.0 open-weights licensing and European data-sovereignty positioning. Building data centers in Paris and Sweden.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":15,"createdAt":"2026-05-23T15:02:11.072Z","updatedAt":"2026-05-23T15:02:11.072Z"},{"id":650,"slug":"digitalboutique-ai","name":"digitalboutique.ai","website":"https://digitalboutique.ai/","hqLocation":null,"foundedYear":null,"category":["ai-consulting","ai-agents","workflow-automation"],"description":"digitalboutique.ai is a custom Artificial Intelligence (AI) services firm that designs, builds, and operates AI agents and workflow automation pipelines for business clients. The company positions itself as a boutique provider focused on task-specific agents, data integration, and Return on Investment (ROI) measurement, with stated alignment to SOC 2 and ISO 27001 security controls. Public information about ownership, funding, and headcount is limited.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"Small services-oriented firm offering custom AI agent design, deployment, and managed operations; not to be confused with the UK eCommerce agency Digital Boutique Ltd (digitalboutique.co.uk) or with Digital.ai (digital.ai). Site content as of 2025–2026 references integrations with orchestration platforms such as n8n and Zapier and discusses deployment of frontier models including Claude and GPT families. No public funding rounds, valuation, or revenue figures have been reported.","sourceConfidence":"reported","lastResearchedAt":"2026-05-29T02:47:13.889Z","viewCount":4,"createdAt":"2026-05-29T02:46:48.424Z","updatedAt":"2026-05-29T02:47:13.889Z"},{"id":8,"slug":"perplexity","name":"Perplexity","website":"https://perplexity.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2022,"category":["ai-search","chatbots-assistants","browsers-os"],"description":"Citation-grounded AI answer engine with the Sonar search model and the Comet agentic browser.","fundingTotal":"$1.5B","latestValuation":null,"revenueArr":"~$200M ARR (mid-2025)","profitabilityStatus":"Not profitable","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"780M queries in May 2025; 30M+ active users. Made a $34.5B Chrome acquisition bid (Aug 2025). Faces lawsuits from NYT, Dow Jones, and Britannica.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":14,"createdAt":"2026-05-23T15:02:11.244Z","updatedAt":"2026-05-23T15:02:11.244Z"},{"id":4,"slug":"meta-ai","name":"Meta AI (Llama)","website":"https://ai.meta.com","hqLocation":"Menlo Park, CA, USA","foundedYear":2013,"category":["foundation-models","chatbots-assistants"],"description":"Meta's open-weights Llama models and the Meta AI assistant integrated across Facebook, Instagram, WhatsApp, and Ray-Ban Meta glasses.","fundingTotal":"Part of Meta (NASDAQ: META)","latestValuation":null,"revenueArr":"Not separately broken out; ~$70-80B AI capex 2025","profitabilityStatus":"Part of profitable Meta","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Took a 49% stake in Scale AI for $14.3B (June 2025) and formed Meta Superintelligence Labs. Open-weights distribution at >3B MAU scale.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":17,"createdAt":"2026-05-23T15:02:10.898Z","updatedAt":"2026-05-23T15:02:10.898Z"},{"id":13,"slug":"synthesia","name":"Synthesia","website":"https://synthesia.io","hqLocation":"London, UK","foundedYear":2017,"category":["video-generation","enterprise-agents"],"description":"Enterprise AI avatar video platform for training and localization, with 230+ avatars, 140+ languages, and interactive Video Agents.","fundingTotal":"$536.6M","latestValuation":null,"revenueArr":"$100M+ ARR (April 2025)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"70% of FTSE 100 and 90% of Fortune 100 are customers. Rejected a $3B Adobe acquisition offer.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:11.674Z","updatedAt":"2026-05-23T15:02:11.674Z"},{"id":3,"slug":"google-deepmind","name":"Google DeepMind (Gemini)","website":"https://deepmind.google","hqLocation":"London, UK / Mountain View, CA, USA","foundedYear":2010,"category":["foundation-models","image-generation","video-generation","voice-audio-music"],"description":"Alphabet's AI division producing the Gemini model family plus Veo (video), Imagen (image), and Lyria (music), integrated across Google products.","fundingTotal":"Part of Alphabet (NASDAQ: GOOGL)","latestValuation":null,"revenueArr":"Not separately broken out","profitabilityStatus":"Part of profitable Alphabet","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Differentiation: integration into Workspace and Search AI Overviews, YouTube training data, and ownership of TPU silicon.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":19,"createdAt":"2026-05-23T15:02:10.812Z","updatedAt":"2026-05-23T15:02:10.812Z"},{"id":2,"slug":"anthropic","name":"Anthropic","website":"https://anthropic.com","hqLocation":"San Francisco, CA, USA","foundedYear":2021,"category":["foundation-models","coding-dev-tools","chatbots-assistants"],"description":"Safety-focused frontier lab building the Claude family of models and Claude Code, offered via Claude.ai, the Anthropic API, Amazon Bedrock, and Google Vertex.","fundingTotal":"~$64B","latestValuation":null,"revenueArr":"$14B+ ARR (early 2026), up from ~$1B 14 months prior","profitabilityStatus":"Not profitable; capital-intensive scaling","headcount":"~2,000+","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Claude Code reached $2.5B ARR by Feb 2026, nine months after launch. Reportedly in talks for a $30-50B raise at $900B+ as of May 2026. 300,000+ business customers.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":52,"createdAt":"2026-05-23T15:02:10.723Z","updatedAt":"2026-05-23T15:02:10.723Z"},{"id":29,"slug":"anduril","name":"Anduril","website":"https://anduril.com","hqLocation":"Costa Mesa, CA, USA","foundedYear":2017,"category":["defense-government"],"description":"Defense technology company building the Lattice autonomy operating system and a family of autonomous systems.","fundingTotal":"Not fully disclosed","latestValuation":null,"revenueArr":"~$2.15B revenue 2025 (+110% YoY)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Early-2026 round reportedly led by Thrive and Andreessen Horowitz.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:13.098Z","updatedAt":"2026-05-23T15:02:13.098Z"},{"id":32,"slug":"reka-ai","name":"Reka AI","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Multimodal foundation models","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dani Yogatama","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:13.364Z","updatedAt":"2026-05-23T15:02:13.364Z"},{"id":16,"slug":"cognition","name":"Cognition AI (Devin)","website":"https://cognition.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2023,"category":["coding-dev-tools"],"description":"Builder of Devin, the autonomous AI software engineer; also operates the acquired Windsurf AI IDE.","fundingTotal":"Not fully disclosed","latestValuation":"$10.2 billion","revenueArr":"$73M Devin ARR (June 2025); >$150M combined with Windsurf","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Acquired Windsurf (July 2025) after OpenAI's $3B deal collapsed and Google paid $2.4B for Windsurf talent/license.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:11.936Z","updatedAt":"2026-05-23T15:02:11.936Z"},{"id":24,"slug":"fireworks-ai","name":"Fireworks AI","website":"https://fireworks.ai","hqLocation":"Redwood City, CA, USA","foundedYear":2022,"category":["ai-infrastructure"],"description":"High-performance inference platform serving open models at scale, founded by the ex-Meta PyTorch lead.","fundingTotal":"$327M","latestValuation":null,"revenueArr":"~$315M ARR (Feb 2026, +416% YoY)","profitabilityStatus":"~50% gross margin","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"10K+ customers, 10T tokens/day.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:12.664Z","updatedAt":"2026-05-23T15:02:12.664Z"},{"id":25,"slug":"groq","name":"Groq","website":"https://groq.com","hqLocation":"Mountain View, CA, USA","foundedYear":2016,"category":["ai-infrastructure","hardware-devices"],"description":"Custom inference silicon (the Linear Processor Unit) and the GroqCloud low-latency inference service.","fundingTotal":"Not fully disclosed","latestValuation":null,"revenueArr":"~$500M projected 2025 revenue","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Dec 2025 ~$20B licensing-style Nvidia deal; GroqCloud continues independently. Partnership with Meta on the official Llama API.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:12.752Z","updatedAt":"2026-05-23T15:02:12.752Z"},{"id":30,"slug":"openevidence","name":"OpenEvidence","website":"https://openevidence.com","hqLocation":"Cambridge, MA, USA","foundedYear":2021,"category":["healthcare"],"description":"Physician decision-support engine described as 'ChatGPT for doctors,' offered free on an ad-supported model.","fundingTotal":"~$700M (in 12 months)","latestValuation":null,"revenueArr":">$100M revenue (ad-supported)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"40%+ of US physicians use it; 18M consultations/month (Dec 2025).","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:13.188Z","updatedAt":"2026-05-23T15:02:13.188Z"},{"id":18,"slug":"sierra","name":"Sierra","website":"https://sierra.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2023,"category":["enterprise-agents","voice-audio-music"],"description":"Enterprise voice and chat customer-experience agent platform using outcome-based pricing (~$1.50 per resolution).","fundingTotal":"$635M+","latestValuation":null,"revenueArr":"$150M+ ARR (Jan 2026), from $26M end-2024","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Customers include WeightWatchers, SiriusXM, Sonos, ADT, ADP, Redfin. Voice now exceeds text as the primary channel.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:12.108Z","updatedAt":"2026-05-23T15:02:12.108Z"},{"id":28,"slug":"scale-ai","name":"Scale AI","website":"https://scale.com","hqLocation":"San Francisco, CA, USA","foundedYear":2016,"category":["data-labeling"],"description":"Leading data-labeling and training-data provider, now 49% owned by Meta.","fundingTotal":"Not fully disclosed","latestValuation":null,"revenueArr":"~$2B projected revenue 2025 (+130% YoY)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Founder Alexandr Wang departed to lead Meta Superintelligence Labs.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:13.014Z","updatedAt":"2026-05-23T15:02:13.014Z"},{"id":15,"slug":"replit","name":"Replit","website":"https://replit.com","hqLocation":"San Francisco, CA, USA","foundedYear":2016,"category":["coding-dev-tools"],"description":"Browser-based AI development environment with Replit Agent, Mobile Agent, and Gemini-powered Design Mode.","fundingTotal":"~$650M","latestValuation":null,"revenueArr":"$150M ARR (Sept 2025); $1B run-rate target end 2026","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"50M+ users; 85% of Fortune 500 reported building on Replit.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:11.850Z","updatedAt":"2026-05-23T15:02:11.850Z"},{"id":27,"slug":"hugging-face","name":"Hugging Face","website":"https://huggingface.co","hqLocation":"New York, NY, USA","foundedYear":2016,"category":["ai-infrastructure","coding-dev-tools"],"description":"The open-source hub for 2M+ models, datasets, Spaces, and inference endpoints.","fundingTotal":"$396M+","latestValuation":null,"revenueArr":"~$130M revenue (2024)","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Robotics datasets were the largest new category in 2025. Microsoft Azure AI Foundry hosts 10,000+ Hugging Face models.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:12.928Z","updatedAt":"2026-05-23T15:02:12.928Z"},{"id":26,"slug":"cerebras","name":"Cerebras Systems","website":"https://cerebras.ai","hqLocation":"Sunnyvale, CA, USA","foundedYear":2016,"category":["ai-infrastructure","hardware-devices"],"description":"Wafer-scale AI accelerator maker (WSE-3) and inference cloud provider.","fundingTotal":"Public (NASDAQ: CBRS), IPO May 2026","latestValuation":null,"revenueArr":"$510M revenue 2025 (+76% YoY)","profitabilityStatus":"Non-GAAP net income $87.9M (2025)","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"~86% of revenue from two UAE-linked customers (concentration risk).","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:12.840Z","updatedAt":"2026-05-23T15:02:12.840Z"},{"id":22,"slug":"coreweave","name":"CoreWeave","website":"https://coreweave.com","hqLocation":"Livingston, NJ, USA","foundedYear":2017,"category":["ai-infrastructure"],"description":"Hyperscale AI GPU cloud provider packaging scarce Nvidia capacity for AI labs and enterprises.","fundingTotal":"Public (NASDAQ: CRWV), IPO March 2025","latestValuation":null,"revenueArr":"$5.131B revenue 2025 (+170% YoY)","profitabilityStatus":"Net loss $1.167B (2025); adjusted EBITDA $3.093B","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Microsoft ~67% of FY25 revenue; backlog $88B+. Q1 2026 revenue $2.078B (+112% YoY).","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:12.462Z","updatedAt":"2026-05-23T15:02:12.462Z"},{"id":23,"slug":"together-ai","name":"Together AI","website":"https://together.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2021,"category":["ai-infrastructure"],"description":"Open-model inference API and GPU cluster provider for AI developers and enterprises.","fundingTotal":"$533.5M","latestValuation":null,"revenueArr":"$1B ARR (Feb 2026), from $130M in 2024","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Acquired Refuel.ai (May 2025). Customers include Cursor, Salesforce, Zoom.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:12.578Z","updatedAt":"2026-05-23T15:02:12.578Z"},{"id":19,"slug":"harvey","name":"Harvey","website":"https://harvey.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2022,"category":["legal-finance","enterprise-agents"],"description":"Legal AI platform automating workflows for top law firms and corporate in-house teams.","fundingTotal":"$1.1B","latestValuation":null,"revenueArr":"$190M ARR (Jan 2026), from $100M Aug 2025","profitabilityStatus":"Not disclosed","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"More than half of the top-100 US law firms are customers. Partnerships with iManage, LexisNexis, Ironclad, ElevenLabs.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:12.200Z","updatedAt":"2026-05-23T15:02:12.200Z"},{"id":31,"slug":"ai21-labs","name":"AI21 Labs","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Jamba long-context LLMs and enterprise APIs","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ori Goshen, Yoav Shoham","pricingTier":"API / Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:13.276Z","updatedAt":"2026-05-23T15:02:13.276Z"},{"id":38,"slug":"01-ai","name":"01.AI (Yi)","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Open Yi model family","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kai-Fu Lee","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:13.890Z","updatedAt":"2026-05-23T15:02:13.890Z"},{"id":76,"slug":"adobe-firefly","name":"Adobe Firefly","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Creative Cloud-integrated generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Adobe","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:17.210Z","updatedAt":"2026-05-23T15:02:17.210Z"},{"id":55,"slug":"gemini","name":"Gemini (app)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Google's assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google","pricingTier":"Free / Pro / Ultra","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":15,"createdAt":"2026-05-23T15:02:15.374Z","updatedAt":"2026-05-23T15:02:15.374Z"},{"id":75,"slug":"ideogram","name":"Ideogram","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Strong in-image text rendering","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ideogram","pricingTier":"Free / Plus / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:17.116Z","updatedAt":"2026-05-23T15:02:17.116Z"},{"id":41,"slug":"tencent-hunyuan","name":"Tencent Hunyuan","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"In-product LLMs across Tencent","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tencent","pricingTier":"Embedded","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:14.154Z","updatedAt":"2026-05-23T15:02:14.154Z"},{"id":63,"slug":"snapchat-my-ai","name":"Snapchat My AI","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"In-app Snapchat assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Snap","pricingTier":"In-app","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:16.076Z","updatedAt":"2026-05-23T15:02:16.076Z"},{"id":74,"slug":"black-forest-labs","name":"Black Forest Labs (FLUX)","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"FLUX 2 image models","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Robin Rombach","pricingTier":"API / licensed","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:17.028Z","updatedAt":"2026-05-23T15:02:17.028Z"},{"id":47,"slug":"sakana-ai","name":"Sakana AI","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Evolutionary model-merging research","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"David Ha, Llion Jones","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:14.680Z","updatedAt":"2026-05-23T15:02:14.680Z"},{"id":35,"slug":"moonshot-ai","name":"Moonshot AI (Kimi)","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Long-context Chinese LLMs","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Yang Zhilin","pricingTier":"Free / Pro / API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:13.626Z","updatedAt":"2026-05-23T15:02:13.626Z"},{"id":51,"slug":"nous-research","name":"Nous Research","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Open community model development","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Community","pricingTier":"Open","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:15.022Z","updatedAt":"2026-05-23T15:02:15.022Z"},{"id":57,"slug":"character-ai","name":"Character.AI","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Roleplay persona chatbots","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google-licensed","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":13,"createdAt":"2026-05-23T15:02:15.554Z","updatedAt":"2026-05-23T15:02:15.554Z"},{"id":48,"slug":"imbue","name":"Imbue","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Reasoning agents research","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kanjun Qiu","pricingTier":"n/a","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:14.766Z","updatedAt":"2026-05-23T15:02:14.766Z"},{"id":61,"slug":"le-chat","name":"Le Chat (Mistral)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"European chatbot","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Mistral","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:15.906Z","updatedAt":"2026-05-23T15:02:15.906Z"},{"id":43,"slug":"bytedance-doubao","name":"ByteDance Doubao","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"China consumer LLM","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"ByteDance","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:14.330Z","updatedAt":"2026-05-23T15:02:14.330Z"},{"id":49,"slug":"reflection-ai","name":"Reflection AI","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Asimov coding agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Misha Laskin","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:14.850Z","updatedAt":"2026-05-23T15:02:14.850Z"},{"id":40,"slug":"alibaba-qwen","name":"Alibaba Qwen","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Open LLMs with leading enterprise token share","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alibaba","pricingTier":"Free open","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:14.066Z","updatedAt":"2026-05-23T15:02:14.066Z"},{"id":60,"slug":"poe","name":"Poe (Quora)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Multi-model aggregator","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Adam D'Angelo","pricingTier":"Free / Subs / API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:15.822Z","updatedAt":"2026-05-23T15:02:15.822Z"},{"id":65,"slug":"google-ai-overviews","name":"Google AI Overviews","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"AI summaries inside Search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":14,"createdAt":"2026-05-23T15:02:16.253Z","updatedAt":"2026-05-23T15:02:16.253Z"},{"id":52,"slug":"replicate","name":"Replicate","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Run and fine-tune open models via API","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ben Firshman","pricingTier":"Pay-per-second","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:15.110Z","updatedAt":"2026-05-23T15:02:15.110Z"},{"id":39,"slug":"baichuan","name":"Baichuan","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"LLMs with a medical vertical pivot","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Wang Xiaochuan","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:13.978Z","updatedAt":"2026-05-23T15:02:13.978Z"},{"id":58,"slug":"replika","name":"Replika","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Long-term AI companion","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eugenia Kuyda","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:15.643Z","updatedAt":"2026-05-23T15:02:15.643Z"},{"id":66,"slug":"microsoft-copilot-search","name":"Microsoft Copilot Search","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Copilot in Bing and Edge","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":14,"createdAt":"2026-05-23T15:02:16.336Z","updatedAt":"2026-05-23T15:02:16.336Z"},{"id":73,"slug":"stable-diffusion","name":"Stable Diffusion","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Open-weights flagship image model","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Stability AI","pricingTier":"Open / API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:16.945Z","updatedAt":"2026-05-23T15:02:16.945Z"},{"id":46,"slug":"world-labs","name":"World Labs","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Large World Models for spatial AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Fei-Fei Li","pricingTier":"Early access","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:14.592Z","updatedAt":"2026-05-23T15:02:14.592Z"},{"id":50,"slug":"liquid-ai","name":"Liquid AI","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"Efficient edge LLMs (MIT spinoff)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ramin Hasani","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:14.938Z","updatedAt":"2026-05-23T15:02:14.938Z"},{"id":53,"slug":"chatgpt","name":"ChatGPT","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"OpenAI's flagship assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"OpenAI","pricingTier":"Free / Plus / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":14,"createdAt":"2026-05-23T15:02:15.198Z","updatedAt":"2026-05-23T15:02:15.198Z"},{"id":68,"slug":"you-com","name":"You.com","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Enterprise AI assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Richard Socher","pricingTier":"Freemium / Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":13,"createdAt":"2026-05-23T15:02:16.512Z","updatedAt":"2026-05-23T15:02:16.512Z"},{"id":62,"slug":"microsoft-copilot","name":"Microsoft Copilot (consumer)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Windows and Edge assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:15.992Z","updatedAt":"2026-05-23T15:02:15.992Z"},{"id":54,"slug":"claude","name":"Claude (app)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Anthropic's assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Anthropic","pricingTier":"Free / Pro / Max","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":13,"createdAt":"2026-05-23T15:02:15.286Z","updatedAt":"2026-05-23T15:02:15.286Z"},{"id":67,"slug":"chatgpt-search","name":"ChatGPT Search","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Web-grounded ChatGPT answers","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"OpenAI","pricingTier":"Free / Plus","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:16.424Z","updatedAt":"2026-05-23T15:02:16.424Z"},{"id":64,"slug":"khanmigo","name":"Khanmigo","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Education tutor","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Khan Academy / OpenAI","pricingTier":"$4/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:16.164Z","updatedAt":"2026-05-23T15:02:16.164Z"},{"id":72,"slug":"dall-e-3-gpt-4o-image","name":"DALL-E 3 / GPT-4o image","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"OpenAI native image generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"OpenAI","pricingTier":"In ChatGPT","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:16.858Z","updatedAt":"2026-05-23T15:02:16.858Z"},{"id":42,"slug":"baidu-ernie","name":"Baidu ERNIE","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"ERNIE 4.5 LLMs","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Baidu","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:14.242Z","updatedAt":"2026-05-23T15:02:14.242Z"},{"id":85,"slug":"topaz-photo-ai","name":"Topaz Photo AI","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Professional image enhancement","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Topaz Labs","pricingTier":"Paid","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:17.998Z","updatedAt":"2026-05-23T15:02:17.998Z"},{"id":115,"slug":"github-copilot","name":"GitHub Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"In-IDE completion and agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft / GitHub","pricingTier":"$10-39/seat","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:20.628Z","updatedAt":"2026-05-23T15:02:20.628Z"},{"id":97,"slug":"opus-clip","name":"Opus Clip","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Short-form video repurposing","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Young Zhao","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:19.032Z","updatedAt":"2026-05-23T15:02:19.032Z"},{"id":89,"slug":"pika-labs","name":"Pika Labs","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Consumer video generation and AI Selves","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Demi Guo","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:18.344Z","updatedAt":"2026-05-23T15:02:18.344Z"},{"id":84,"slug":"magnific-ai","name":"Magnific AI","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"High-end image upscaling","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Javi Lopez","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:17.913Z","updatedAt":"2026-05-23T15:02:17.913Z"},{"id":119,"slug":"magic-dev","name":"Magic.dev","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Long-context coding model","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eric Steinberger","pricingTier":"Pre-product","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:20.976Z","updatedAt":"2026-05-23T15:02:20.976Z"},{"id":107,"slug":"rev-com","name":"Rev.com","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Hybrid human and AI transcription","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Rev","pricingTier":"Pay-per-min","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:19.929Z","updatedAt":"2026-05-23T15:02:19.929Z"},{"id":116,"slug":"claude-code","name":"Claude Code","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Anthropic's agentic coding tool","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Anthropic","pricingTier":"Bundled w/ Claude","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:20.712Z","updatedAt":"2026-05-23T15:02:20.712Z"},{"id":112,"slug":"sesame","name":"Sesame","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Natural conversational voice models","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sesame","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":4,"createdAt":"2026-05-23T15:02:20.368Z","updatedAt":"2026-05-23T15:02:20.368Z"},{"id":96,"slug":"captions","name":"Captions","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Phone-native creator video tool","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gaurav Misra","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:18.946Z","updatedAt":"2026-05-23T15:02:18.946Z"},{"id":113,"slug":"resemble-ai","name":"Resemble AI","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Voice cloning platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Zohaib Ahmed","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:20.456Z","updatedAt":"2026-05-23T15:02:20.456Z"},{"id":98,"slug":"tavus","name":"Tavus","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Generative video for sales","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Hassaan Raza","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:19.121Z","updatedAt":"2026-05-23T15:02:19.121Z"},{"id":94,"slug":"hedra","name":"Hedra","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Controllable performance video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Hedra","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:18.776Z","updatedAt":"2026-05-23T15:02:18.776Z"},{"id":92,"slug":"heygen","name":"HeyGen","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Personalized avatar video at scale","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Joshua Xu","pricingTier":"$24-2K+/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:18.606Z","updatedAt":"2026-05-23T15:02:18.606Z"},{"id":82,"slug":"imagen-3","name":"Imagen 3 (Google)","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Image generation inside Gemini","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:17.738Z","updatedAt":"2026-05-23T15:02:17.738Z"},{"id":93,"slug":"d-id","name":"D-ID","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Talking-head avatar video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gil Perry","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:18.688Z","updatedAt":"2026-05-23T15:02:18.688Z"},{"id":105,"slug":"otter-ai","name":"Otter.ai","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Meeting notes and summaries","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sam Liang","pricingTier":"Free / Pro / Business","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:19.749Z","updatedAt":"2026-05-23T15:02:19.749Z"},{"id":95,"slug":"descript","name":"Descript","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Edit-by-text video and Overdub","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andrew Mason","pricingTier":"$12-24/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:18.864Z","updatedAt":"2026-05-23T15:02:18.864Z"},{"id":101,"slug":"udio","name":"Udio","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"AI music generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Udio","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:19.399Z","updatedAt":"2026-05-23T15:02:19.399Z"},{"id":78,"slug":"recraft","name":"Recraft","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Vector and design-focused generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Anna Veronika Dorogush","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:17.386Z","updatedAt":"2026-05-23T15:02:17.386Z"},{"id":99,"slug":"invideo-ai","name":"InVideo AI","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Text-to-video automation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"InVideo","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:19.208Z","updatedAt":"2026-05-23T15:02:19.208Z"},{"id":118,"slug":"v0","name":"v0 (Vercel)","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Design-to-code with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Vercel","pricingTier":"Freemium + usage","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:20.888Z","updatedAt":"2026-05-23T15:02:20.888Z"},{"id":90,"slug":"kling-ai","name":"Kling AI","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Leading Chinese text-to-video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kuaishou","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:18.434Z","updatedAt":"2026-05-23T15:02:18.434Z"},{"id":86,"slug":"openai-sora-2","name":"OpenAI Sora 2","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"OpenAI text-to-video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"OpenAI","pricingTier":"Plus / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:18.086Z","updatedAt":"2026-05-23T15:02:18.086Z"},{"id":109,"slug":"retell-ai","name":"Retell AI","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Voice agent platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Retell","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:20.102Z","updatedAt":"2026-05-23T15:02:20.102Z"},{"id":79,"slug":"krea-ai","name":"Krea AI","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Multi-model creative aggregator","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Diego Rodriguez Baquero","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:17.474Z","updatedAt":"2026-05-23T15:02:17.474Z"},{"id":81,"slug":"civitai","name":"Civitai","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Community Stable Diffusion model hub","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Civitai","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:17.650Z","updatedAt":"2026-05-23T15:02:17.650Z"},{"id":88,"slug":"luma-dream-machine","name":"Luma Dream Machine","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Ray3 text/image-to-video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Amit Jain","pricingTier":"Sub / API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:18.262Z","updatedAt":"2026-05-23T15:02:18.262Z"},{"id":699,"slug":"tofu","name":"Tofu","website":"https://www.tofuhq.com","hqLocation":"San Mateo, United States","foundedYear":2023,"category":["writing-content","productivity-workflow"],"description":"Generative AI platform for creating hyper-personalized, omnichannel B2B marketing campaigns at scale. Consolidates campaign execution across channels with brand-aware content generation and personalization for GTM teams.","fundingTotal":"$17M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"EJ Cho (CEO), Elaine Zelby, Honglei Liu","pricingTier":"enterprise","notes":"Series A $12M led by SignalFire (Feb 2025); reported 12x YoY revenue growth and 36x increase in content generated on platform.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:20.333Z","viewCount":5,"createdAt":"2026-05-30T13:53:20.333Z","updatedAt":"2026-05-30T13:53:20.333Z"},{"id":80,"slug":"playground-ai","name":"Playground AI","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Consumer image generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Suhail Doshi","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:17.562Z","updatedAt":"2026-05-23T15:02:17.562Z"},{"id":77,"slug":"leonardo-ai","name":"Leonardo.AI","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"Game and art asset generation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Canva","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:17.298Z","updatedAt":"2026-05-23T15:02:17.298Z"},{"id":83,"slug":"photoroom","name":"Photoroom","website":null,"hqLocation":null,"foundedYear":null,"category":["image-generation"],"description":"E-commerce product photography","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Matt Rouif","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:17.824Z","updatedAt":"2026-05-23T15:02:17.824Z"},{"id":100,"slug":"topaz-video-ai","name":"Topaz Video AI","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Professional video enhancement","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Topaz Labs","pricingTier":"Paid","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:19.296Z","updatedAt":"2026-05-23T15:02:19.296Z"},{"id":111,"slug":"polyai","name":"PolyAI","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Enterprise call-center voice","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nikola Mrksic","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:20.282Z","updatedAt":"2026-05-23T15:02:20.282Z"},{"id":110,"slug":"bland-ai","name":"Bland AI","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Phone call automation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Isaiah Granet","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:20.190Z","updatedAt":"2026-05-23T15:02:20.190Z"},{"id":133,"slug":"grammarly-superhuman","name":"Grammarly / Superhuman","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"Grammar and email AI suite","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Shishir Mehrotra","pricingTier":"Free / Pro / Business","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:22.198Z","updatedAt":"2026-05-23T15:02:22.198Z"},{"id":124,"slug":"jetbrains-ai-assistant","name":"JetBrains AI Assistant","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"In-IntelliJ AI assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"JetBrains","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:21.418Z","updatedAt":"2026-05-23T15:02:21.418Z"},{"id":783,"slug":"upwind-security","name":"Upwind Security","website":"https://www.upwindsecurity.com","hqLocation":"Tel Aviv, Israel","foundedYear":2022,"category":["enterprise-agents","ai-infrastructure"],"description":"AI-driven cloud security platform protecting live cloud environments in real-time. Raised $430M total with $1.5B unicorn valuation in January 2026.","fundingTotal":"$430M","latestValuation":"$1.5B","revenueArr":null,"profitabilityStatus":null,"headcount":"150+","status":"active","tier":"master-list","whoIsBehind":"Amiram Shachar (Co-founder & CEO)","pricingTier":"enterprise","notes":"$250M Series B in January 2026 at $1.5B valuation led by Bessemer Venture Partners. Runtime-powered AI cloud security cutting through noise to stop real attacks.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:11.392Z","viewCount":4,"createdAt":"2026-05-30T14:03:11.392Z","updatedAt":"2026-05-30T14:03:11.392Z"},{"id":125,"slug":"amazon-q-developer","name":"Amazon Q Developer","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"AWS coding assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Amazon Web Services","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:21.507Z","updatedAt":"2026-05-23T15:02:21.507Z"},{"id":158,"slug":"salesforce-agentforce","name":"Salesforce Agentforce","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"CRM-native enterprise agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Marc Benioff","pricingTier":"Per-conversation","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:24.378Z","updatedAt":"2026-05-23T15:02:24.378Z"},{"id":132,"slug":"copy-ai","name":"Copy.ai","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"Sales and marketing content","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paul Yacoubian","pricingTier":"$49-249/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:22.110Z","updatedAt":"2026-05-23T15:02:22.110Z"},{"id":134,"slug":"notion-ai","name":"Notion AI","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"In-document AI add-on","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ivan Zhao","pricingTier":"$10/seat add-on","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:22.285Z","updatedAt":"2026-05-23T15:02:22.285Z"},{"id":143,"slug":"langchain","name":"LangChain","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"LangSmith and LangGraph agent tooling","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Harrison Chase","pricingTier":"OSS + Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:23.066Z","updatedAt":"2026-05-23T15:02:23.066Z"},{"id":147,"slug":"fathom","name":"Fathom","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"AI meeting notetaker","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Fathom","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:23.422Z","updatedAt":"2026-05-23T15:02:23.422Z"},{"id":135,"slug":"sudowrite","name":"Sudowrite","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"Fiction writing AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Amit Gupta","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:22.372Z","updatedAt":"2026-05-23T15:02:22.372Z"},{"id":142,"slug":"n8n","name":"n8n","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Open-source workflow automation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jan Oberhauser","pricingTier":"Free / Cloud / Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:22.984Z","updatedAt":"2026-05-23T15:02:22.984Z"},{"id":139,"slug":"google-workspace-gemini","name":"Google Workspace Gemini","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"AI in Gmail, Docs, Sheets","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:22.720Z","updatedAt":"2026-05-23T15:02:22.720Z"},{"id":149,"slug":"granola","name":"Granola","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"AI meeting notes","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Granola","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:23.598Z","updatedAt":"2026-05-23T15:02:23.598Z"},{"id":129,"slug":"zed","name":"Zed","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"AI-native code editor","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nathan Sobo","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:21.854Z","updatedAt":"2026-05-23T15:02:21.854Z"},{"id":157,"slug":"zendesk-ai","name":"Zendesk AI","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Native AI in Zendesk","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Zendesk","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:24.290Z","updatedAt":"2026-05-23T15:02:24.290Z"},{"id":152,"slug":"cresta","name":"Cresta","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Contact-center coaching and agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Zayd Enam","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:23.856Z","updatedAt":"2026-05-23T15:02:23.856Z"},{"id":141,"slug":"make-com","name":"Make.com","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Visual workflow automation with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Make","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:22.896Z","updatedAt":"2026-05-23T15:02:22.896Z"},{"id":146,"slug":"autogen","name":"AutoGen (Microsoft)","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Multi-agent framework","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Open","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:23.330Z","updatedAt":"2026-05-23T15:02:23.330Z"},{"id":128,"slug":"aider","name":"Aider","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Terminal pair-programming agent","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paul Gauthier","pricingTier":"Open","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:21.767Z","updatedAt":"2026-05-23T15:02:21.767Z"},{"id":131,"slug":"writer-com","name":"Writer.com","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"Palmyra LLM for enterprise content","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"May Habib","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:22.022Z","updatedAt":"2026-05-23T15:02:22.022Z"},{"id":160,"slug":"microsoft-copilot-studio","name":"Microsoft Copilot Studio","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Low-code agent builder","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Per-message","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:24.546Z","updatedAt":"2026-05-23T15:02:24.546Z"},{"id":161,"slug":"cohere-north","name":"Cohere North","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Secure enterprise agent platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Aidan Gomez","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:24.630Z","updatedAt":"2026-05-23T15:02:24.630Z"},{"id":150,"slug":"lindy","name":"Lindy","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Personal AI agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Flo Crivello","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:23.682Z","updatedAt":"2026-05-23T15:02:23.682Z"},{"id":127,"slug":"continue-dev","name":"Continue.dev","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Open-source AI IDE extension","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Continue","pricingTier":"Open / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:21.684Z","updatedAt":"2026-05-23T15:02:21.684Z"},{"id":148,"slug":"fireflies","name":"Fireflies","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Meeting transcription and search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Fireflies","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:23.510Z","updatedAt":"2026-05-23T15:02:23.510Z"},{"id":154,"slug":"forethought","name":"Forethought","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Support automation suite","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Deon Nicholas","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:24.028Z","updatedAt":"2026-05-23T15:02:24.028Z"},{"id":156,"slug":"intercom-fin","name":"Intercom Fin","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"AI agent for Intercom","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eoghan McCabe","pricingTier":"Per-resolution","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:24.203Z","updatedAt":"2026-05-23T15:02:24.203Z"},{"id":138,"slug":"microsoft-365-copilot","name":"Microsoft 365 Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"AI across Word, Excel, Outlook","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"$30/seat","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:22.634Z","updatedAt":"2026-05-23T15:02:22.634Z"},{"id":145,"slug":"crewai","name":"CrewAI","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Role-based multi-agent framework","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Joao Moura","pricingTier":"OSS + Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:23.243Z","updatedAt":"2026-05-23T15:02:23.243Z"},{"id":121,"slug":"windsurf","name":"Windsurf","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"AI IDE under Cognition","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Cognition","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:21.152Z","updatedAt":"2026-05-23T15:02:21.152Z"},{"id":144,"slug":"llamaindex","name":"LlamaIndex","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Retrieval and agentic data framework","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jerry Liu","pricingTier":"OSS + Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:23.154Z","updatedAt":"2026-05-23T15:02:23.154Z"},{"id":153,"slug":"asapp","name":"ASAPP","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Generative customer experience","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gustavo Sapoznik","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:23.944Z","updatedAt":"2026-05-23T15:02:23.944Z"},{"id":120,"slug":"poolside","name":"Poolside","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Frontier coding models and cloud","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jason Warner","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:21.064Z","updatedAt":"2026-05-23T15:02:21.064Z"},{"id":122,"slug":"sourcegraph-cody","name":"Sourcegraph Cody","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Repo-wide coding assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Quinn Slack","pricingTier":"Free / Pro / Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:21.241Z","updatedAt":"2026-05-23T15:02:21.241Z"},{"id":137,"slug":"surfer-seo","name":"Surfer SEO","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"SEO content and AI drafting","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Surfer","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:22.548Z","updatedAt":"2026-05-23T15:02:22.548Z"},{"id":136,"slug":"rytr","name":"Rytr","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content"],"description":"Affordable writing AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Rytr","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:22.460Z","updatedAt":"2026-05-23T15:02:22.460Z"},{"id":173,"slug":"salesloft","name":"Salesloft","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Sales engagement and Drift AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Salesloft","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:25.673Z","updatedAt":"2026-05-23T15:02:25.673Z"},{"id":184,"slug":"abridge","name":"Abridge","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Clinical ambient scribe","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Shiv Rao","pricingTier":"Per-clinician","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:26.629Z","updatedAt":"2026-05-23T15:02:26.629Z"},{"id":187,"slug":"nuance-dax","name":"Nuance DAX (Microsoft)","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"DAX Copilot clinical scribe","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Per-clinician","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:26.889Z","updatedAt":"2026-05-23T15:02:26.889Z"},{"id":198,"slug":"galileo-ai","name":"Galileo AI","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"UI design from text","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Galileo","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:27.840Z","updatedAt":"2026-05-23T15:02:27.840Z"},{"id":179,"slug":"alphasense","name":"AlphaSense","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Generative finance market search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jack Kokko","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:26.200Z","updatedAt":"2026-05-23T15:02:26.200Z"},{"id":190,"slug":"tempus-ai","name":"Tempus AI","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Genomic and clinical AI (public)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eric Lefkofsky","pricingTier":"Public (NASDAQ: TEM)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:27.152Z","updatedAt":"2026-05-23T15:02:27.152Z"},{"id":172,"slug":"outreach","name":"Outreach","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Sales engagement with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Outreach","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:25.585Z","updatedAt":"2026-05-23T15:02:25.585Z"},{"id":164,"slug":"clay","name":"Clay","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Data enrichment workflows","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kareem Amin","pricingTier":"$149-3K+/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:24.884Z","updatedAt":"2026-05-23T15:02:24.884Z"},{"id":196,"slug":"figma-ai-make","name":"Figma AI / Make","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"Generative design in Figma","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dylan Field","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:27.664Z","updatedAt":"2026-05-23T15:02:27.664Z"},{"id":166,"slug":"gong","name":"Gong","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Conversation intelligence","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Amit Bendov","pricingTier":"Per-seat","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:25.058Z","updatedAt":"2026-05-23T15:02:25.058Z"},{"id":174,"slug":"spellbook","name":"Spellbook","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Word add-in for contracts","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Scott Stevenson","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:25.762Z","updatedAt":"2026-05-23T15:02:25.762Z"},{"id":186,"slug":"suki-ai","name":"Suki AI","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Voice-first clinical scribe","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Punit Soni","pricingTier":"Per-clinician","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:26.802Z","updatedAt":"2026-05-23T15:02:26.802Z"},{"id":177,"slug":"eve","name":"Eve","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Plaintiff-firm workflow AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eve","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:26.023Z","updatedAt":"2026-05-23T15:02:26.023Z"},{"id":191,"slug":"pathai","name":"PathAI","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Computational pathology","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andy Beck","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:27.236Z","updatedAt":"2026-05-23T15:02:27.236Z"},{"id":175,"slug":"ironclad-ai","name":"Ironclad AI","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Contract lifecycle management with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ironclad","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:25.848Z","updatedAt":"2026-05-23T15:02:25.848Z"},{"id":188,"slug":"hippocratic-ai","name":"Hippocratic AI","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Patient-facing voice agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Munjal Shah","pricingTier":"Per-call","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:26.976Z","updatedAt":"2026-05-23T15:02:26.976Z"},{"id":170,"slug":"artisan","name":"Artisan","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Ava the AI SDR","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jaspar Carmichael-Jack","pricingTier":"Per-rep","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:25.408Z","updatedAt":"2026-05-23T15:02:25.408Z"},{"id":180,"slug":"finchat","name":"FinChat","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Equity research AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"FinChat","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:26.286Z","updatedAt":"2026-05-23T15:02:26.286Z"},{"id":199,"slug":"uizard","name":"Uizard","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"Wireframe-to-design AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Uizard","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:27.928Z","updatedAt":"2026-05-23T15:02:27.928Z"},{"id":167,"slug":"apollo-io","name":"Apollo.io","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"AI-augmented CRM data","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tim Zheng","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:25.146Z","updatedAt":"2026-05-23T15:02:25.146Z"},{"id":168,"slug":"zoominfo-copilot","name":"ZoomInfo Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"Sales intelligence AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"ZoomInfo","pricingTier":"Add-on","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:25.236Z","updatedAt":"2026-05-23T15:02:25.236Z"},{"id":181,"slug":"pilot-com","name":"Pilot.com","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Outsourced bookkeeping with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Waseem Daher","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:26.374Z","updatedAt":"2026-05-23T15:02:26.374Z"},{"id":165,"slug":"mercor","name":"Mercor","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"AI recruiting and contractor marketplace","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brendan Foody","pricingTier":"Take-rate","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:24.970Z","updatedAt":"2026-05-23T15:02:24.970Z"},{"id":183,"slug":"brex-ai","name":"Brex AI","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"AI agent inside Brex","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Henrique Dubugras","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:26.544Z","updatedAt":"2026-05-23T15:02:26.544Z"},{"id":178,"slug":"rogo","name":"Rogo","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Investment banking AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gabriel Stengel","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:26.112Z","updatedAt":"2026-05-23T15:02:26.112Z"},{"id":192,"slug":"insitro","name":"Insitro","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Machine-learning drug discovery","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Daphne Koller","pricingTier":"n/a","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:27.322Z","updatedAt":"2026-05-23T15:02:27.322Z"},{"id":163,"slug":"moveworks","name":"Moveworks","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"Employee AI (ServiceNow-acquired)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"ServiceNow","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:24.796Z","updatedAt":"2026-05-23T15:02:24.796Z"},{"id":204,"slug":"thoughtspot-sage","name":"ThoughtSpot Sage","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"Natural-language business intelligence","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"ThoughtSpot","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:28.362Z","updatedAt":"2026-05-23T15:02:28.362Z"},{"id":205,"slug":"hex","name":"Hex","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"AI-augmented analytics notebook","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Hex","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:28.450Z","updatedAt":"2026-05-23T15:02:28.450Z"},{"id":193,"slug":"recursion","name":"Recursion","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Phenomics-driven drug discovery (public)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Recursion","pricingTier":"Public (NASDAQ: RXRX)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:27.404Z","updatedAt":"2026-05-23T15:02:27.404Z"},{"id":189,"slug":"k-health","name":"K Health","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"AI primary care","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Allon Bloch","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:27.064Z","updatedAt":"2026-05-23T15:02:27.064Z"},{"id":200,"slug":"framer-ai","name":"Framer AI","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"Generative websites","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Framer","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:28.016Z","updatedAt":"2026-05-23T15:02:28.016Z"},{"id":197,"slug":"canva-magic-studio","name":"Canva Magic Studio","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"Generative tools across Canva","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Melanie Perkins","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:27.752Z","updatedAt":"2026-05-23T15:02:27.752Z"},{"id":176,"slug":"evenup","name":"EvenUp","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Personal-injury demand letters","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Rami Karabibar","pricingTier":"Per-case","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:25.937Z","updatedAt":"2026-05-23T15:02:25.937Z"},{"id":195,"slug":"owkin","name":"Owkin","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Federated medical AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Thomas Clozel","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:27.578Z","updatedAt":"2026-05-23T15:02:27.578Z"},{"id":201,"slug":"webflow-ai","name":"Webflow AI","website":null,"hqLocation":null,"foundedYear":null,"category":["design-creative"],"description":"AI inside Webflow","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Webflow","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:28.104Z","updatedAt":"2026-05-23T15:02:28.104Z"},{"id":203,"slug":"sigma-computing","name":"Sigma Computing","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"AI in business intelligence","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sigma","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:28.278Z","updatedAt":"2026-05-23T15:02:28.278Z"},{"id":202,"slug":"snowflake-cortex","name":"Snowflake Cortex","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"In-warehouse LLM functions","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sridhar Ramaswamy","pricingTier":"Usage","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:28.193Z","updatedAt":"2026-05-23T15:02:28.193Z"},{"id":194,"slug":"isomorphic-labs","name":"Isomorphic Labs","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"DeepMind drug design spinoff","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Demis Hassabis","pricingTier":"Pharma partnerships","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":14,"createdAt":"2026-05-23T15:02:27.490Z","updatedAt":"2026-05-23T15:02:27.490Z"},{"id":229,"slug":"nebius","name":"Nebius","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Yandex spinoff GPU cloud (public)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nebius","pricingTier":"Public (NASDAQ: NBIS)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:30.564Z","updatedAt":"2026-05-23T15:02:30.564Z"},{"id":209,"slug":"1x","name":"1X","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"NEO home humanoid","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Bernt Bornich","pricingTier":"Pre-order","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:28.800Z","updatedAt":"2026-05-23T15:02:28.800Z"},{"id":212,"slug":"apptronik","name":"Apptronik","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Apollo humanoid robot","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Apptronik","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":4,"createdAt":"2026-05-23T15:02:29.062Z","updatedAt":"2026-05-23T15:02:29.062Z"},{"id":220,"slug":"vannevar-labs","name":"Vannevar Labs","website":null,"hqLocation":null,"foundedYear":null,"category":["defense-government"],"description":"National-security software","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Vannevar","pricingTier":"Gov","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:29.764Z","updatedAt":"2026-05-23T15:02:29.764Z"},{"id":208,"slug":"figure-ai","name":"Figure AI","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Helix humanoid robot AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brett Adcock","pricingTier":"Pre-product","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:28.712Z","updatedAt":"2026-05-23T15:02:28.712Z"},{"id":236,"slug":"qdrant","name":"Qdrant","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Rust-based vector database","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andrey Vasnetsov","pricingTier":"Open / Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:31.164Z","updatedAt":"2026-05-23T15:02:31.164Z"},{"id":233,"slug":"pinecone","name":"Pinecone","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Managed vector search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Edo Liberty","pricingTier":"Free / Paid","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:30.908Z","updatedAt":"2026-05-23T15:02:30.908Z"},{"id":214,"slug":"boston-dynamics-atlas","name":"Boston Dynamics Atlas","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Electric Atlas humanoid","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Hyundai","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:29.239Z","updatedAt":"2026-05-23T15:02:29.239Z"},{"id":234,"slug":"weaviate","name":"Weaviate","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Open-source vector database and agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Bob van Luijt","pricingTier":"Open / Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:30.996Z","updatedAt":"2026-05-23T15:02:30.996Z"},{"id":239,"slug":"langsmith","name":"LangSmith","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"LLM tracing and evaluation","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"LangChain","pricingTier":"OSS + Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:31.422Z","updatedAt":"2026-05-23T15:02:31.422Z"},{"id":244,"slug":"labelbox","name":"Labelbox","website":null,"hqLocation":null,"foundedYear":null,"category":["data-labeling"],"description":"Annotation and RLHF platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Manu Sharma","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:31.856Z","updatedAt":"2026-05-23T15:02:31.856Z"},{"id":218,"slug":"helsing","name":"Helsing","website":null,"hqLocation":null,"foundedYear":null,"category":["defense-government"],"description":"European battlefield AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Torsten Reil","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:29.590Z","updatedAt":"2026-05-23T15:02:29.590Z"},{"id":210,"slug":"skild-ai","name":"Skild AI","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Omni-bodied robot foundation model","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Deepak Pathak","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":5,"createdAt":"2026-05-23T15:02:28.886Z","updatedAt":"2026-05-23T15:02:28.886Z"},{"id":238,"slug":"turbopuffer","name":"Turbopuffer","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Object-storage vector database","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Turbopuffer","pricingTier":"Usage","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:31.334Z","updatedAt":"2026-05-23T15:02:31.334Z"},{"id":207,"slug":"dbt-copilot","name":"dbt Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"Data engineering AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"dbt Labs","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:28.626Z","updatedAt":"2026-05-23T15:02:28.626Z"},{"id":246,"slug":"invisible-technologies","name":"Invisible Technologies","website":null,"hqLocation":null,"foundedYear":null,"category":["data-labeling"],"description":"AI training operations","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Francis Pedraza","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:32.023Z","updatedAt":"2026-05-23T15:02:32.023Z"},{"id":241,"slug":"weights-biases","name":"Weights & Biases","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"ML experiment tracking (CoreWeave)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"CoreWeave","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:31.598Z","updatedAt":"2026-05-23T15:02:31.598Z"},{"id":215,"slug":"sanctuary-ai","name":"Sanctuary AI","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Phoenix humanoid robot","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Geordie Rose","pricingTier":"Pre-product","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:29.326Z","updatedAt":"2026-05-23T15:02:29.326Z"},{"id":247,"slug":"humane-ai-pin","name":"Humane AI Pin","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"Wearable AI pin (wound down)","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"defunct","tier":"master-list","whoIsBehind":"Humane","pricingTier":"n/a","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:32.110Z","updatedAt":"2026-05-23T15:02:32.110Z"},{"id":242,"slug":"surge-ai","name":"Surge AI","website":null,"hqLocation":null,"foundedYear":null,"category":["data-labeling"],"description":"Bootstrapped data-labeling leader","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Edwin Chen","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:31.682Z","updatedAt":"2026-05-23T15:02:31.682Z"},{"id":235,"slug":"chroma","name":"Chroma","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Developer-first vector database","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Chroma","pricingTier":"Open / Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:31.080Z","updatedAt":"2026-05-23T15:02:31.080Z"},{"id":213,"slug":"tesla-optimus","name":"Tesla Optimus","website":null,"hqLocation":null,"foundedYear":null,"category":["robotics-physical"],"description":"Humanoid robot inside Tesla","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Elon Musk","pricingTier":"Internal","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":4,"createdAt":"2026-05-23T15:02:29.150Z","updatedAt":"2026-05-23T15:02:29.150Z"},{"id":230,"slug":"sambanova-systems","name":"SambaNova Systems","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Inference cloud and silicon","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Rodrigo Liang","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:30.649Z","updatedAt":"2026-05-23T15:02:30.649Z"},{"id":237,"slug":"milvus-zilliz","name":"Milvus / Zilliz","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Enterprise vector search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Charles Xie","pricingTier":"Open / Cloud","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:31.252Z","updatedAt":"2026-05-23T15:02:31.252Z"},{"id":231,"slug":"tenstorrent","name":"Tenstorrent","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Open RISC-V AI silicon","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jim Keller","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:30.733Z","updatedAt":"2026-05-23T15:02:30.733Z"},{"id":240,"slug":"arize","name":"Arize","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"LLM and ML observability","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Arize","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:31.510Z","updatedAt":"2026-05-23T15:02:31.510Z"},{"id":228,"slug":"nscale","name":"Nscale","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"UK GPU cloud and Stargate Norway","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nscale","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:30.477Z","updatedAt":"2026-05-23T15:02:30.477Z"},{"id":221,"slug":"nvidia","name":"Nvidia","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"GPUs, CUDA, and AI software platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jensen Huang","pricingTier":"Public (NASDAQ: NVDA)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:29.852Z","updatedAt":"2026-05-23T15:02:29.852Z"},{"id":225,"slug":"baseten","name":"Baseten","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Inference engineering platform","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tuhin Srivastava","pricingTier":"Usage","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:30.210Z","updatedAt":"2026-05-23T15:02:30.210Z"},{"id":224,"slug":"crusoe","name":"Crusoe","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Flared-gas sustainable GPU cloud","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Chase Lochmiller","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:30.120Z","updatedAt":"2026-05-23T15:02:30.120Z"},{"id":217,"slug":"palantir-aip","name":"Palantir AIP","website":null,"hqLocation":null,"foundedYear":null,"category":["defense-government"],"description":"AI platform for government and enterprise","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alex Karp","pricingTier":"Public (NYSE: PLTR)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:29.502Z","updatedAt":"2026-05-23T15:02:29.502Z"},{"id":216,"slug":"shield-ai","name":"Shield AI","website":null,"hqLocation":null,"foundedYear":null,"category":["defense-government"],"description":"Hivemind autonomy and V-BAT drone","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brandon Tseng","pricingTier":"Gov contracts","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:29.414Z","updatedAt":"2026-05-23T15:02:29.414Z"},{"id":245,"slug":"toloka","name":"Toloka","website":null,"hqLocation":null,"foundedYear":null,"category":["data-labeling"],"description":"Crowdsourced data labeling","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Toloka","pricingTier":"Per-task","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:31.938Z","updatedAt":"2026-05-23T15:02:31.938Z"},{"id":243,"slug":"snorkel-ai","name":"Snorkel AI","website":null,"hqLocation":null,"foundedYear":null,"category":["data-labeling"],"description":"Programmatic data labeling","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alex Ratner","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:31.768Z","updatedAt":"2026-05-23T15:02:31.768Z"},{"id":226,"slug":"runpod","name":"RunPod","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"On-demand and serverless GPU","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"RunPod","pricingTier":"Per-second","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:30.299Z","updatedAt":"2026-05-23T15:02:30.299Z"},{"id":258,"slug":"brave-leo","name":"Brave Leo","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"Brave's built-in assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brave","pricingTier":"Free / Premium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:33.070Z","updatedAt":"2026-05-23T15:02:33.070Z"},{"id":155,"slug":"ada","name":"Ada","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"No-code AI support agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Mike Murchison","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:24.116Z","updatedAt":"2026-05-23T15:02:24.116Z"},{"id":249,"slug":"friend-com","name":"Friend.com","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"AI companion necklace","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Avi Schiffmann","pricingTier":"Hardware","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:32.286Z","updatedAt":"2026-05-23T15:02:32.286Z"},{"id":159,"slug":"servicenow-now-assist","name":"ServiceNow Now Assist","website":null,"hqLocation":null,"foundedYear":null,"category":["enterprise-agents"],"description":"ITSM, CX, and HR agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Bill McDermott","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:24.463Z","updatedAt":"2026-05-23T15:02:24.463Z"},{"id":71,"slug":"phind","name":"Phind","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Developer-focused AI search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Michael Royzen","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:16.772Z","updatedAt":"2026-05-23T15:02:16.772Z"},{"id":700,"slug":"mutiny","name":"Mutiny","website":"https://www.mutinyhq.com","hqLocation":"San Francisco, United States","foundedYear":2018,"category":["sales-crm","productivity-workflow"],"description":"AI-powered account-based personalization platform enabling B2B companies to deliver tailored website and customer-facing experiences at scale. Evolved from pure website personalization into full ABM platform with pipeline analytics and multi-touch attribution.","fundingTotal":"$72M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"101-250","status":"active","tier":"master-list","whoIsBehind":"Jaleh Rezaei, Nikhil Mathew","pricingTier":"enterprise","notes":"Series B $50M (Apr 2022) from Sequoia, Tiger Global, Insight Partners. 2025 product shift toward AI agent for customer-facing asset generation beyond web personalization.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:20.585Z","viewCount":4,"createdAt":"2026-05-30T13:53:20.585Z","updatedAt":"2026-05-30T13:53:20.585Z"},{"id":250,"slug":"meta-ray-ban-oakley","name":"Meta Ray-Ban / Oakley","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"AI smart glasses","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Meta + EssilorLuxottica","pricingTier":"Hardware","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:32.374Z","updatedAt":"2026-05-23T15:02:32.374Z"},{"id":87,"slug":"google-veo-3","name":"Google Veo 3","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Video generation inside Gemini","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Google","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:18.174Z","updatedAt":"2026-05-23T15:02:18.174Z"},{"id":701,"slug":"persado","name":"Persado","website":"https://www.persado.com","hqLocation":"Boston, United States","foundedYear":2012,"category":["writing-content","enterprise-agents"],"description":"Enterprise generative AI platform using Motivation AI to generate and optimize marketing language across email, web, SMS, and social channels. Proprietary models trained on 330B+ enterprise consumer interactions and 1M+ A/B tests for compliance-aware, emotionally resonant content.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"101-250","status":"active","tier":"master-list","whoIsBehind":"Not disclosed","pricingTier":"enterprise","notes":"Serves major brands including American Express, Microsoft, Tapestry, Orange. Documented 41% average conversion lift; outperforms human-generated copy 96% of the time. Purpose-built for regulated industries (financial services, insurance).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:20.669Z","viewCount":3,"createdAt":"2026-05-30T13:53:20.669Z","updatedAt":"2026-05-30T13:53:20.669Z"},{"id":259,"slug":"opera-aria","name":"Opera Aria","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"Opera's built-in assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Opera","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:33.158Z","updatedAt":"2026-05-23T15:02:33.158Z"},{"id":140,"slug":"zapier","name":"Zapier","website":null,"hqLocation":null,"foundedYear":null,"category":["productivity-workflow"],"description":"Automation with AI agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Wade Foster","pricingTier":"$20-799+/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:22.808Z","updatedAt":"2026-05-23T15:02:22.808Z"},{"id":91,"slug":"hailuo","name":"Hailuo (MiniMax)","website":null,"hqLocation":null,"foundedYear":null,"category":["video-generation"],"description":"Text-to-video","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"MiniMax","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:18.518Z","updatedAt":"2026-05-23T15:02:18.518Z"},{"id":702,"slug":"perfect","name":"Perfect","website":"https://perfect.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2023,"category":["enterprise-agents","sales-crm"],"description":"Perfect is an AI co-pilot platform for recruiters that automates sourcing, job posting distribution, and inbound candidate triage. Built from ground-up with proprietary data infrastructure (not reliant on LLMs), it claims 25 hours/week time savings per recruiter. In 18 months, scaled from 20 to 200 customers.","fundingTotal":"$23M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder: Alon Etshtein; backed by Target Global, RTP Global, Pitango, Hanaco Ventures, Joule Ventures; Young Sohn (Samsung/Arm) on cap table","pricingTier":"enterprise","notes":"Raised $23M in seed funding (Feb 2025 TechCrunch). Built proprietary vector database and career trajectory ML models in 3-year stealth. Differentiated by not relying on ChatGPT-era LLMs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:56.932Z","viewCount":4,"createdAt":"2026-05-30T13:53:56.932Z","updatedAt":"2026-05-30T13:53:56.932Z"},{"id":185,"slug":"ambience-healthcare","name":"Ambience Healthcare","website":null,"hqLocation":null,"foundedYear":null,"category":["healthcare"],"description":"Clinical scribes and coding","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Mike Ng","pricingTier":"Per-clinician","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:26.714Z","updatedAt":"2026-05-23T15:02:26.714Z"},{"id":59,"slug":"pi","name":"Pi (Inflection)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"Friendly assistant; Microsoft-licensed","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sean White","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:15.730Z","updatedAt":"2026-05-23T15:02:15.730Z"},{"id":222,"slug":"amd-instinct","name":"AMD Instinct","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"MI-series data-center GPUs","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Lisa Su","pricingTier":"Public (NASDAQ: AMD)","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:29.945Z","updatedAt":"2026-05-23T15:02:29.945Z"},{"id":253,"slug":"plaud-note","name":"Plaud Note","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"AI voice recorder","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Plaud","pricingTier":"Hardware + sub","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:32.632Z","updatedAt":"2026-05-23T15:02:32.632Z"},{"id":255,"slug":"openai-atlas","name":"OpenAI Atlas","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"ChatGPT-native browser","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"OpenAI","pricingTier":"Free / Plus","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:32.808Z","updatedAt":"2026-05-23T15:02:32.808Z"},{"id":248,"slug":"rabbit-r1","name":"Rabbit R1","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"Large Action Model companion device","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jesse Lyu","pricingTier":"Hardware","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:32.198Z","updatedAt":"2026-05-23T15:02:32.198Z"},{"id":206,"slug":"power-bi-copilot","name":"Power BI Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["data-analytics"],"description":"Microsoft business intelligence AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:28.538Z","updatedAt":"2026-05-23T15:02:28.538Z"},{"id":102,"slug":"cartesia","name":"Cartesia","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Sonic low-latency text-to-speech","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Karan Goel","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":6,"createdAt":"2026-05-23T15:02:19.486Z","updatedAt":"2026-05-23T15:02:19.486Z"},{"id":254,"slug":"comet","name":"Comet (Perplexity)","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"Agentic browser","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Perplexity","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:32.720Z","updatedAt":"2026-05-23T15:02:32.720Z"},{"id":256,"slug":"dia","name":"Dia (The Browser Company)","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"AI browser succeeding Arc","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Josh Miller","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:32.894Z","updatedAt":"2026-05-23T15:02:32.894Z"},{"id":257,"slug":"microsoft-edge-copilot","name":"Microsoft Edge Copilot","website":null,"hqLocation":null,"foundedYear":null,"category":["browsers-os"],"description":"Copilot in Edge","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft","pricingTier":"Free","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":13,"createdAt":"2026-05-23T15:02:32.982Z","updatedAt":"2026-05-23T15:02:32.982Z"},{"id":33,"slug":"aleph-alpha","name":"Aleph Alpha","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"European enterprise AI operating system","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jonas Andrulis","pricingTier":"Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:13.452Z","updatedAt":"2026-05-23T15:02:13.452Z"},{"id":251,"slug":"apple-intelligence","name":"Apple Intelligence","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"OS-level AI across Apple devices","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Apple","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:32.460Z","updatedAt":"2026-05-23T15:02:32.460Z"},{"id":36,"slug":"zhipu-ai","name":"Zhipu AI (GLM)","website":null,"hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"LLMs; listed on Hong Kong Stock Exchange","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Public (HKEX)","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:13.714Z","updatedAt":"2026-05-23T15:02:13.714Z"},{"id":272,"slug":"modal-labs","name":"Modal Labs","website":"https://modal.com","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["ai-infrastructure"],"description":"Modal is a serverless cloud platform optimized for running AI workloads, LLM inference, batch processing, and generative AI applications. The platform abstracts away infrastructure complexity, allowing developers to deploy containerized AI models with automatic scaling and cost optimization.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Erik Bernhardsson and Akshat Mathur","pricingTier":"freemium","notes":"Serverless AI infrastructure; strong developer adoption for LLM inference and batch jobs; used by AI teams for cost-effective model serving; alternative to Lambda, Anyscale","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:48:42.082Z","viewCount":8,"createdAt":"2026-05-24T01:48:42.082Z","updatedAt":"2026-05-24T01:48:42.082Z"},{"id":261,"slug":"adept-ai","name":"Adept AI","website":"https://adept.ai","hqLocation":"San Francisco, California, United States","foundedYear":2022,"category":["foundation-models","enterprise-agents"],"description":"Adept develops multimodal AI agents that automate digital workflows, integrating AI models with custom actuation software to execute repetitive enterprise tasks. Models include ACT-1 (for text commands) and ACT-2 (for visual manipulation of software interfaces).","fundingTotal":"$415M","latestValuation":"$1B","revenueArr":"~$75M","profitabilityStatus":null,"headcount":"69","status":"active","tier":"master-list","whoIsBehind":"David Luan (former OpenAI VP), Ashish Vaswani (Google Brain), Niki Parmar (Google Brain). Recent leadership changes; Zach Brock became CEO after cofounders joined Amazon in 2024.","pricingTier":"enterprise","notes":"$75M ARR as of 2024. Series B March 2023 led by General Catalyst and Spark Capital. Amazon licensing agreement 2024 provided strategic validation. Focuses on software automation and RPA transformation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.437Z","viewCount":6,"createdAt":"2026-05-24T01:47:27.437Z","updatedAt":"2026-05-24T01:47:27.437Z"},{"id":17,"slug":"lovable","name":"Lovable","website":"https://lovable.dev","hqLocation":"Stockholm, Sweden","foundedYear":2023,"category":["coding-dev-tools","design-creative"],"description":"AI app builder turning natural-language prompts into full-stack applications; fastest software ARR ramp ever recorded.","fundingTotal":"$552.5M","latestValuation":null,"revenueArr":"$400M ARR (Feb 2026), from $100M in July 2025","profitabilityStatus":"Not disclosed","headcount":"~146","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"8M users.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:12.020Z","updatedAt":"2026-05-23T15:02:12.020Z"},{"id":117,"slug":"bolt-new","name":"Bolt.new (StackBlitz)","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Browser full-stack app builder","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eric Simons","pricingTier":"Freemium","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:20.800Z","updatedAt":"2026-05-23T15:02:20.800Z"},{"id":704,"slug":"contrario","name":"Contrario","website":"https://contrario.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["enterprise-agents","sales-crm"],"description":"Contrario is an AI recruiting network combining expert human recruiters with vertical AI agents for hiring. In 6 months crossed $6M ARR, placed 150+ candidates, paid out $1M+ to recruiters. Y Combinator-backed.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":"$6M","profitabilityStatus":null,"headcount":"small team (Stanford dropouts)","status":"active","tier":"master-list","whoIsBehind":"Y Combinator, Nexus Venture Partners, Goodwater Capital, Inventum Ventures; angels include David Chen (ex-HRT), Abhijeet Dwivedi (OpenAI), Hank Couture (DoorDash), Jerry Cain (Stanford CS)","pricingTier":"enterprise","notes":"In <6 months reached $6M ARR (Jan 2026 Y Combinator profile). Network of expert recruiters supercharged by vertical AI agents. 200+ fastest-growing companies use for hiring.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:57.274Z","viewCount":4,"createdAt":"2026-05-30T13:53:57.274Z","updatedAt":"2026-05-30T13:53:57.274Z"},{"id":720,"slug":"voiceitt","name":"Voiceitt","website":"https://www.voiceitt.com","hqLocation":"Tel Aviv, Israel","foundedYear":2014,"category":["accessibility-ai","voice-audio-music"],"description":"<cite index=\"13-2,13-3\">Voiceitt specializes in creating patented automatic speech recognition (ASR) technology designed specifically for people facing challenges with speech disabilities, aging voices, and accents, leveraging cutting-edge machine learning methods and a unique database of non-standard speech patterns</cite>. <cite index=\"21-2\">Voiceitt is a stand-alone Web app supporting communication with people and with technology</cite>.","fundingTotal":"$10M+ (Series A/B)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-50","status":"active","tier":"master-list","whoIsBehind":"Co-founders: Danny Weissberg, Stas Tiomkin, Sara Smolley","pricingTier":"freemium | enterprise","notes":"<cite index=\"13-1,13-4\">Voiceitt won first prize at the AI for Good Global Summit 2024 with a prize package including VIP access, exhibition booth, pitching opportunity, and exclusive mentoring from UN judges</cite>. <cite index=\"21-23,21-27\">Partnerships with Webex and Microsoft Teams for AI captioning in meetings</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:11.537Z","viewCount":3,"createdAt":"2026-05-30T13:56:11.537Z","updatedAt":"2026-05-30T13:56:11.537Z"},{"id":826,"slug":"illumio","name":"Illumio","website":"https://www.illumio.com","hqLocation":"Sunnyvale, United States","foundedYear":2013,"category":["ai-infrastructure","enterprise-agents"],"description":"Zero Trust Segmentation (ZTS) platform using AI to automate breach containment and prevent lateral movement. Illumio's Virtual Advisor (IVA) provides AI-driven policy recommendations with real-time threat visualization.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andrew Rubin (CEO)","pricingTier":"enterprise","notes":"Leader in Forrester Wave Microsegmentation Q3 2024. Launched Illumio Virtual Advisor (IVA) and AI labeling in 2024. Recently announced Insights Agent (Oct 2025) for AI-driven threat detection.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:13.067Z","viewCount":4,"createdAt":"2026-05-30T14:09:13.067Z","updatedAt":"2026-05-30T14:09:13.067Z"},{"id":1,"slug":"openai","name":"OpenAI","website":"https://openai.com","hqLocation":"San Francisco, CA, USA","foundedYear":2015,"category":["foundation-models","chatbots-assistants","image-generation","video-generation"],"description":"Frontier AI lab and maker of the GPT and o-series models, ChatGPT, DALL-E, and Sora, accessed via consumer apps and the OpenAI API platform.","fundingTotal":"~$79B","latestValuation":null,"revenueArr":"~$25B run-rate (early 2026); 2024 revenue $13.1B","profitabilityStatus":"Not profitable; cash-flow positive projected ~2030","headcount":"~3,500+","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Restructured Oct 2025 into OpenAI Group PBC, controlled by the nonprofit OpenAI Foundation (~$130B stake). $250B Azure commitment under renegotiated Microsoft deal.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":62,"createdAt":"2026-05-23T15:02:10.636Z","updatedAt":"2026-05-23T15:02:10.636Z"},{"id":11,"slug":"elevenlabs","name":"ElevenLabs","website":"https://elevenlabs.io","hqLocation":"London, United Kingdom","foundedYear":2022,"category":["voice-ai","text-to-speech","speech-to-text","generative-ai","conversational-ai","audio-ai"],"description":"ElevenLabs is a London-headquartered artificial intelligence company specializing in generative audio, including text-to-speech, voice cloning, dubbing, speech-to-text, music generation, and conversational AI agents. Founded in 2022 by Piotr Dąbkowski (ex-Google) and Mati Staniszewski (ex-Palantir), the company offers its technology via web applications and developer APIs (Application Programming Interfaces), serving creators, developers, and enterprise customers including media, gaming, publishing, and customer-service organizations.","fundingTotal":"$781M","latestValuation":"$11B","revenueArr":"$330M+ (Annual Recurring Revenue, end of 2025)","profitabilityStatus":"Not disclosed","headcount":"~580 (2026)","status":"active","tier":"deep-profile","whoIsBehind":"Mati Staniszewski (Co-Founder & CEO, ex-Palantir); Piotr Dąbkowski (Co-Founder & CTO, ex-Google machine learning engineer)","pricingTier":"Freemium with paid tiers: Free, Starter (~$5/mo), Creator (~$22/mo), Pro (~$99/mo), Scale (~$330/mo), Business (~$1,320/mo), and custom Enterprise pricing; usage metered in credits tied to characters generated.","notes":"<cite index=\"1-7,1-8\">On 4 February 2026, ElevenLabs announced a $500 million Series D funding round led by Sequoia Capital, with Sequoia's Andrew Reed joining the board.</cite> <cite index=\"2-8,2-9\">The round more than tripled the $3.3 billion valuation from its $180 million Series C in January 2025; cofounder Mati Staniszewski said Nvidia had invested in the company in September 2025.</cite> <cite index=\"2-14\">Staniszewski indicated the company was building towards an IPO (Initial Public Offering).</cite> <cite index=\"10-13\">In March 2026, ElevenLabs pledged to committing $1 billion in free restoration voice technology to 1 million people living with permanent voice loss.</cite> <cite index=\"3-13\">The company's voice cloning technology has drawn scrutiny from U.S. legislators, including Senate inquiries seeking details on its scam-prevention controls.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T01:25:25.351Z","viewCount":11,"createdAt":"2026-05-23T15:02:11.500Z","updatedAt":"2026-05-30T01:25:25.351Z"},{"id":268,"slug":"bittensor-tao","name":"Bittensor (TAO)","website":"https://bittensor.ai","hqLocation":"Decentralized","foundedYear":2021,"category":["ai-infrastructure"],"description":"Bittensor is a decentralized blockchain network that creates a peer-to-peer marketplace for machine intelligence. Miners produce AI models and services, earning TAO tokens based on quality evaluated through Proof of Intelligence consensus. The network hosts 100+ specialized subnets for tasks like text generation, image recognition, and model fine-tuning.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"Decentralized token economy; completed dTAO upgrade (Feb 2025)","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Community-driven decentralized protocol; fair launch Jan 2021 with no pre-mine","pricingTier":"freemium","notes":"Fair-launch crypto network; first halving Dec 2025 (7,200→3,600 TAO daily issuance); ~93 subnets active; over 60 specialized AI marketplaces; $21M TAO supply cap (Bitcoin-like model)","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:48:41.564Z","viewCount":7,"createdAt":"2026-05-24T01:48:41.564Z","updatedAt":"2026-05-24T01:48:41.564Z"},{"id":263,"slug":"openrouter","name":"OpenRouter","website":"https://openrouter.ai","hqLocation":"United States","foundedYear":2023,"category":["ai-infrastructure","chatbots-assistants"],"description":"OpenRouter is a unified LLM API platform providing access to 400+ models from 60+ providers (OpenAI, Anthropic, Google, Mistral, DeepSeek, etc.) through a single endpoint. Offers automatic failover, cost optimization, and centralized analytics with OpenAI-compatible interface.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$5M","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Private","pricingTier":"freemium","notes":"~$5M ARR (May 2025) on $100M GMV. 250k+ apps using OpenRouter; 4.2M+ users globally. Serves as orchestration layer for multi-model LLM applications. Pay-as-you-go + enterprise pricing.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:47:27.613Z","viewCount":9,"createdAt":"2026-05-24T01:47:27.613Z","updatedAt":"2026-05-24T01:47:27.613Z"},{"id":267,"slug":"fiddler-ai","name":"Fiddler AI","website":"https://www.fiddler.ai","hqLocation":null,"foundedYear":null,"category":["ai-infrastructure","data-analytics"],"description":"Fiddler AI is an AI Observability and Security platform that continuously monitors machine learning models in training and production. The platform provides real-time alerts for performance and data issues, enables root cause analysis, and helps enterprises maintain trust in AI systems through explainability and compliance features.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Krishna Gade (CEO)","pricingTier":"enterprise","notes":"Trusted by top-tier banks, fintech, and regulated industries. Works with Google Vertex AI. Reduces debugging time significantly for MLOps teams. Part of Datadog Marketplace ecosystem.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:47:48.382Z","viewCount":9,"createdAt":"2026-05-24T01:47:48.382Z","updatedAt":"2026-05-24T01:47:48.382Z"},{"id":266,"slug":"physical-intelligence-pi","name":"Physical Intelligence (PI)","website":"https://www.physicalintelligence.com","hqLocation":"San Francisco, California, United States","foundedYear":2024,"category":["robotics-physical","foundation-models"],"description":"Physical Intelligence develops foundation models for robotic manipulation and autonomous systems. Models are trained on large-scale robot movement and interaction data to enable general-purpose physical task execution.","fundingTotal":"$230M","latestValuation":"$2.7B","revenueArr":null,"profitabilityStatus":null,"headcount":"100+","status":"active","tier":"master-list","whoIsBehind":"Karol Hausman, Sergey Levine, Jie Tan (ex-Google DeepMind, Brain robotics leads)","pricingTier":"enterprise","notes":"$230M Series A (Jan 2026) at $2.7B valuation from GV, Khosla, D1. Physics/robotics-native foundation models. Emerging unicorn in embodied AI space.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.877Z","viewCount":8,"createdAt":"2026-05-24T01:47:27.877Z","updatedAt":"2026-05-24T01:47:27.877Z"},{"id":270,"slug":"giskard","name":"Giskard","website":"https://www.giskard.ai","hqLocation":"Paris, France","foundedYear":2021,"category":["ai-infrastructure","data-labeling"],"description":"Giskard is an AI red-teaming and LLM security platform automating vulnerability detection and testing. The platform conducts black-box testing of conversational AI agents to identify hallucinations, biases, prompt injection risks, and security flaws using domain-specific test case generation and proactive monitoring.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"European AI safety-focused team","pricingTier":"enterprise","notes":"GDPR native, SOC 2 Type II, HIPAA compliant; supports OpenAI, Azure OpenAI, Ollama, Mistral; automated vulnerability scanning with continuous monitoring; focus on EU data residency and data protection","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:48:41.907Z","viewCount":9,"createdAt":"2026-05-24T01:48:41.907Z","updatedAt":"2026-05-24T01:48:41.907Z"},{"id":271,"slug":"epistemic-ai","name":"Epistemic AI","website":"https://epistemic.ai","hqLocation":"United States","foundedYear":2022,"category":["healthcare","foundation-models"],"description":"Epistemic AI applies large language models and AI to biotech, pharmaceutical, and life sciences research. Founded by Stefano Pacifico, the company leverages AI to accelerate drug discovery, molecular modeling, and biomedical research workflows, addressing the post-COVID biotech funding decline.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Stefano Pacifico; partnerships with BARDA and DOD","pricingTier":"enterprise","notes":"BIO 2023 speaker; FDA and biomedical research focus; collaborations with healthcare agencies on pandemic preparedness; AI for medical diagnostics and biotech advancement","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:48:41.997Z","viewCount":11,"createdAt":"2026-05-24T01:48:41.997Z","updatedAt":"2026-05-24T01:48:41.997Z"},{"id":262,"slug":"twelve-labs","name":"Twelve Labs","website":"https://twelvelabs.io","hqLocation":"San Francisco, California, United States","foundedYear":2021,"category":["foundation-models","video-generation"],"description":"Twelve Labs develops multimodal video understanding APIs that extract contextual information from video content (visual, audio, text). Products include Marengo (multimodal embedding model), Pegasus (search/classification), and Embed API for developers. Integrated into Amazon Bedrock and Databricks.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jae Lee (CEO, co-founder, data scientist)","pricingTier":"freemium","notes":"Backed by Nvidia, Samsung, Intel. Integrate with Databricks and Snowflake. 78.5% composite accuracy on multimodal video tasks. Amazon Bedrock launch Sept 2025 validates enterprise traction. Video-native foundational model differentiator.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.523Z","viewCount":7,"createdAt":"2026-05-24T01:47:27.523Z","updatedAt":"2026-05-24T01:47:27.523Z"},{"id":265,"slug":"anduril-industries","name":"Anduril Industries","website":"https://anduril.com","hqLocation":"Costa Mesa, California, United States","foundedYear":2017,"category":["defense-government","robotics-physical"],"description":"Anduril develops AI-powered autonomous systems and drone software for defense applications. Products include Lattice (C5ISR platform), Roadrunner (tactical missile), and autonomous vehicle systems used by U.S. military.","fundingTotal":"$1.7B+","latestValuation":"$7B","revenueArr":null,"profitabilityStatus":null,"headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"Brian Schimpf (CEO, founder), Palmer Luckey (co-founder, ex-Oculus)","pricingTier":"enterprise","notes":"$1.5B Series D (Aug 2024) at $7B valuation led by Accel. Defense-government AI with autonomous and robotics focus. High-growth in defense AI space.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.793Z","viewCount":5,"createdAt":"2026-05-24T01:47:27.793Z","updatedAt":"2026-05-24T01:47:27.793Z"},{"id":274,"slug":"latent-labs","name":"Latent Labs","website":"https://latentlabs.com","hqLocation":"London, United Kingdom (with San Francisco operations)","foundedYear":2023,"category":["foundation-models","healthcare"],"description":"<cite index=\"53-17\">Latent Labs is an AI-driven biotechnology company developing AI foundation models to make biology programmable. The company innovates on and applies generative AI technologies to enable biotechnology and pharmaceutical companies to computationally create new molecules for therapeutic, industrial, and environmental uses.</cite>","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"21","status":"active","tier":"master-list","whoIsBehind":"<cite index=\"53-4\">Founded by Dr. Simon Kohl, previously a co-lead of DeepMind's protein design team and a senior research scientist on DeepMind's AlphaFold2</cite>","pricingTier":"enterprise","notes":"<cite index=\"48-1,48-2\">Latent Labs secured $40M Series A co-led by Radical Ventures and Sofinnova Partners in February 2025</cite>. <cite index=\"53-6\">Notable angel investors include Google Chief Scientist Jeff Dean and Cohere founder Aidan Gomez.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:49:27.538Z","viewCount":10,"createdAt":"2026-05-24T01:49:27.538Z","updatedAt":"2026-05-24T01:49:27.538Z"},{"id":276,"slug":"ineffable-intelligence","name":"Ineffable Intelligence","website":"https://ineffable-intelligence.ai","hqLocation":"London, United Kingdom","foundedYear":2025,"category":["foundation-models"],"description":"London-based AI frontier lab founded by former Google DeepMind reinforcement learning lead David Silver, pursuing superintelligence through reinforcement learning systems that discover knowledge from experience without relying on human data. The company aims to create a 'superlearner' capable of continuous self-improvement.","fundingTotal":"$1.1B","latestValuation":"$5.1B","revenueArr":null,"profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":"David Silver (Founder, former DeepMind Principal Scientist), research team from UCL","pricingTier":null,"notes":"Record $1.1B seed round in April 2026, co-led by Sequoia and Lightspeed. Strategic partnership announced with Nvidia. Reached pentacorn status ($5B+).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:33.687Z","viewCount":7,"createdAt":"2026-05-24T01:57:33.687Z","updatedAt":"2026-05-24T01:57:33.687Z"},{"id":280,"slug":"rhoda-ai","name":"Rhoda AI","website":"https://rhodaai.com","hqLocation":"San Francisco, California, USA","foundedYear":2024,"category":["robotics-physical"],"description":"San Francisco-based robotics AI company developing video-predictive foundation models for robotic intelligence. Rhoda's Direct Video Action (DVA) models are trained on internet video to understand motion and physics, then fine-tuned on minimal robot-specific data for manufacturing and industrial automation tasks.","fundingTotal":"$450M","latestValuation":"estimated $2B+","revenueArr":null,"profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":"Founding team specializing in video understanding and robotics","pricingTier":"enterprise","notes":"Launched from 18-month stealth with $450M Series A in 2026 led by Prudence Capital. Video-based approach differentiates from traditional robotic control. FutureVision platform licensed as foundation model across hardware platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.033Z","viewCount":5,"createdAt":"2026-05-24T01:57:34.033Z","updatedAt":"2026-05-24T01:57:34.033Z"},{"id":279,"slug":"ontic","name":"Ontic","website":"https://ontic.ai","hqLocation":"Washington, D.C., USA","foundedYear":2022,"category":["enterprise-agents","defense-government"],"description":"Washington D.C.-based AI platform company developing connected intelligence systems that unify internal, open-source intelligence (OSINT), and security operations data for enterprise and public-sector security teams. The platform uses AI to accelerate threat detection, investigation, and response capabilities.","fundingTotal":"~$250M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"100-200","status":"active","tier":"master-list","whoIsBehind":"Founding team with defense and security background","pricingTier":"enterprise","notes":"Raised $230M Series C in early 2026 led by Bezos Expeditions, Prysm, and Temasek. Focus on enterprise and government security use cases. Expanding globally with AI capabilities.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:33.946Z","viewCount":5,"createdAt":"2026-05-24T01:57:33.946Z","updatedAt":"2026-05-24T01:57:33.946Z"},{"id":281,"slug":"legora","name":"Legora","website":"https://legora.ai","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["legal-finance"],"description":"London-based collaborative AI platform helping lawyers and in-house legal teams research cases, review documents, and draft legal filings more efficiently. The platform combines natural language processing, document analysis, and legal reasoning AI to automate knowledge work in complex legal matters.","fundingTotal":"~$1B","latestValuation":"$5.55B","revenueArr":null,"profitabilityStatus":null,"headcount":"150-250","status":"active","tier":"master-list","whoIsBehind":"Founding team with legal tech and AI backgrounds","pricingTier":"enterprise","notes":"Raised $550M Series D in March 2026 at $5.55B valuation with top-tier VC participation. Aggressive U.S. market expansion one year after entering. Positioned alongside Harvey and Steno as defining legal AI company.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.120Z","viewCount":6,"createdAt":"2026-05-24T01:57:34.120Z","updatedAt":"2026-05-24T01:57:34.120Z"},{"id":278,"slug":"mind-robotics","name":"Mind Robotics","website":"https://mindrobotics.ai","hqLocation":"Palo Alto, California, USA","foundedYear":2025,"category":["robotics-physical","foundation-models"],"description":"Palo Alto-based robotics company spun out by Rivian co-founder RJ Scaringe, developing a full-stack platform combining foundation models, purpose-built robotics hardware, and deployment infrastructure for industrial manufacturing automation. The company partners with Rivian to deploy AI-powered robots in real production environments.","fundingTotal":">$1B","latestValuation":"$2B","revenueArr":null,"profitabilityStatus":null,"headcount":"100+","status":"active","tier":"master-list","whoIsBehind":"RJ Scaringe (Founder, former Rivian CEO)","pricingTier":"enterprise","notes":"Raised $500M Series A in March 2026 led by Accel and Andreessen Horowitz. Total funding exceeds $1B. Real-world manufacturing deployments underway.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:33.860Z","viewCount":7,"createdAt":"2026-05-24T01:57:33.860Z","updatedAt":"2026-05-24T01:57:33.860Z"},{"id":277,"slug":"recursive-superintelligence","name":"Recursive Superintelligence","website":"https://recursive-superintelligence.ai","hqLocation":"London, United Kingdom","foundedYear":2025,"category":["foundation-models"],"description":"London and San Francisco-based AI research lab developing self-improving artificial intelligence systems that automate the entire AI development pipeline. The company's approach enables autonomous training systems to independently improve their own neural architectures, training algorithms, and evaluation protocols.","fundingTotal":"$650M","latestValuation":"$4.65B","revenueArr":null,"profitabilityStatus":null,"headcount":"25-30","status":"active","tier":"master-list","whoIsBehind":"Richard Socher (CEO, former Salesforce Chief Scientist), Tim Rocktäschel (co-founder, former DeepMind), Jeff Clune, Josh Tobin, Tim Shi","pricingTier":null,"notes":"Raised $650M Series A in May 2026 led by GV and Greycroft with Nvidia and AMD participation. Plans Level 1 autonomous training system launch mid-2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:33.772Z","viewCount":7,"createdAt":"2026-05-24T01:57:33.772Z","updatedAt":"2026-05-24T01:57:33.772Z"},{"id":290,"slug":"scout-ai","name":"Scout AI","website":"https://www.scoutai.io","hqLocation":"Sunnyvale, United States","foundedYear":null,"category":["defense-government","ai-infrastructure"],"description":"AI systems for aerospace and defense applications. Scout AI develops specialized intelligence platforms serving critical dual-use and defense sectors with emphasis on trustworthy autonomous systems.","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series A May 2026 ($100M) led by Align Ventures with Booz Allen Ventures, Vaughn Capital, FJ Labs. Large early-stage round signals investor appetite for defense-focused AI startups. Record $7.7B in defense AI funding globally 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:10.239Z","viewCount":9,"createdAt":"2026-05-24T01:58:10.239Z","updatedAt":"2026-05-24T01:58:10.239Z"},{"id":287,"slug":"wayve","name":"Wayve","website":"https://wayve.ai","hqLocation":"London, United Kingdom","foundedYear":2017,"category":["robotics-physical","defense-government"],"description":"Autonomous driving AI company using end-to-end 'embodied AI' trained on real-world driving data without HD maps or hand-coded rules. Wayve's AI Driver powers both assisted-driving and fully autonomous systems for consumer vehicles and robotaxis.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alex Kendall (co-founder/CEO)","pricingTier":null,"notes":"$60M extension round May 2026 with AMD, Arm, Qualcomm Ventures. Nissan plans ProPILOT integration 2027. Uber committed additional $300M conditional on London robotaxi deployment. Cap table includes Mercedes-Benz, Stellantis, SoftBank.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:09.973Z","viewCount":6,"createdAt":"2026-05-24T01:58:09.973Z","updatedAt":"2026-05-24T01:58:09.973Z"},{"id":753,"slug":"norm-ai","name":"Norm AI","website":"https://normai.com","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["ai-infrastructure"],"description":"AI governance and compliance platform automating policy enforcement and evidence collection for regulatory frameworks. Focuses on automating AI compliance workflows and building audit-ready documentation. Targets enterprises managing multi-model AI deployments.","fundingTotal":"$38M total","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Standout performer in 2024-2025 AI governance funding wave ($38M total), ranked among top pure-play AI governance platforms. Part of broad and fragmented compliance platform category competing to become system of record for enterprise AI compliance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:00.403Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.403Z","updatedAt":"2026-05-30T14:00:00.403Z"},{"id":285,"slug":"anomalo","name":"Anomalo","website":"https://www.anomalo.com","hqLocation":"San Francisco, United States","foundedYear":null,"category":["data-analytics","ai-infrastructure"],"description":"AI data quality platform using unsupervised machine learning for automated anomaly detection in enterprise data pipelines. Anomalo monitors data quality in real-time, preventing AI hallucinations and downstream errors before they impact business operations.","fundingTotal":"$81M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"$81M+ from strategic investors Databricks and Snowflake. Detects 80% of data issues before business impact. Key growth engine in unstructured data. Backed by core data stack players signaling future integration.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:58:09.797Z","viewCount":7,"createdAt":"2026-05-24T01:58:09.797Z","updatedAt":"2026-05-24T01:58:09.797Z"},{"id":289,"slug":"parallel","name":"Parallel","website":"https://www.parallel.com","hqLocation":"Palo Alto, United States","foundedYear":null,"category":["coding-dev-tools","enterprise-agents"],"description":"Suite of AI agents and developer tools for automating complex workflows. Parallel provides builders with autonomous systems to orchestrate and execute multi-step tasks across enterprise software and APIs.","fundingTotal":"$260M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series B May 2026 ($100M) led by Sequoia Capital with Khosla Ventures, Kleiner Perkins, Index Ventures. Building AI agent infrastructure for enterprise automation. Strong developer tools momentum.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:10.152Z","viewCount":7,"createdAt":"2026-05-24T01:58:10.152Z","updatedAt":"2026-05-24T01:58:10.152Z"},{"id":292,"slug":"artemis","name":"Artemis","website":null,"hqLocation":"United States","foundedYear":null,"category":["defense-government","enterprise-agents"],"description":"AI-native cybersecurity platform designed to detect and respond to machine-speed attacks. Artemis builds organization-specific behavioral models across identity, cloud, applications, and endpoints to reduce alert noise and accelerate incident response in agentic threat environments.","fundingTotal":"$70M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Seed + Series A May 2026 ($70M) emerged from stealth. Addresses gap in defensive platforms for agent-speed attacks. Signal of investor conviction in agentic defense matching agentic threats. Gartner positioned as emerging cybersecurity category.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:10.411Z","viewCount":5,"createdAt":"2026-05-24T01:58:10.411Z","updatedAt":"2026-05-24T01:58:10.411Z"},{"id":284,"slug":"typeform","name":"Typeform","website":"https://www.typeform.com","hqLocation":"Barcelona, Spain","foundedYear":2012,"category":["productivity-workflow","ai-infrastructure","design-creative"],"description":"AI-powered conversational form and survey platform for data collection and customer engagement. Typeform uses LLMs to create interactive, human-like forms that adapt to responses, with features for automation, enrichment, analytics, and integrated CRM workflows.","fundingTotal":null,"latestValuation":"$935M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"David Okuniev, Robert Muñoz (co-founders)","pricingTier":"freemium | enterprise","notes":"$935M valuation (private). 100K+ paying customers. 48M monthly responses collected. Formless AI product launched Jan 2024. Winter '26 release adds contact enrichment, smart automation, dynamic reporting.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:09.713Z","viewCount":9,"createdAt":"2026-05-24T01:58:09.713Z","updatedAt":"2026-05-24T01:58:09.713Z"},{"id":288,"slug":"netomi","name":"Netomi","website":"https://www.netomi.com","hqLocation":"San Mateo, United States","foundedYear":null,"category":["chatbots-assistants","enterprise-agents","sales-crm"],"description":"AI-powered customer experience automation platform offering intelligent customer service across messaging, email, chat, and voice channels. Netomi uses agentic AI to automate routine support tasks while maintaining human control over complex interactions.","fundingTotal":"$217M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series C May 2026 ($110M) led by Accenture Ventures with backing from Adobe Ventures and investors including Greg Brockman, Henry Kravis, Mustafa Suleyman. Enterprise AI for customer service automation at scale.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:10.061Z","viewCount":9,"createdAt":"2026-05-24T01:58:10.061Z","updatedAt":"2026-05-24T01:58:10.061Z"},{"id":286,"slug":"hightouch","name":"Hightouch","website":"https://www.hightouch.io","hqLocation":"San Francisco, United States","foundedYear":2020,"category":["enterprise-agents","sales-crm","productivity-workflow"],"description":"Agentic AI-driven marketing and customer data activation platform. Hightouch automates customer segment creation, personalization, and omnichannel campaign execution by syncing customer data across business applications in real-time.","fundingTotal":"$200M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series D May 2026 ($150M) co-led by Bain Capital Ventures and Goldman Sachs Alternatives. Focus on agentic automation for marketing workflows. Early adopters report 20% boost in completion rates.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:09.885Z","viewCount":8,"createdAt":"2026-05-24T01:58:09.885Z","updatedAt":"2026-05-24T01:58:09.885Z"},{"id":784,"slug":"torq","name":"Torq","website":"https://torq.io","hqLocation":"Tel Aviv, Israel","foundedYear":2021,"category":["enterprise-agents"],"description":"Security hyperautomation platform for autonomous security operations with AI agents, case management, and threat integration. Achieved $1.2B+ unicorn status.","fundingTotal":"$200M+","latestValuation":"$1.2B","revenueArr":null,"profitabilityStatus":null,"headcount":"100+","status":"active","tier":"master-list","whoIsBehind":"Shaul Ben Yitzhak (CEO)","pricingTier":"enterprise","notes":"$140M Series D in January 2026 led by Merlin Ventures at $1.2B valuation. Focused on U.S. federal markets with autonomous security agent orchestration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:11.481Z","viewCount":3,"createdAt":"2026-05-30T14:03:11.481Z","updatedAt":"2026-05-30T14:03:11.481Z"},{"id":301,"slug":"aaru","name":"Aaru","website":"https://www.aaru.ai","hqLocation":"United States","foundedYear":2024,"category":["enterprise-agents","data-analytics"],"description":"Aaru develops artificial intelligence agents that create synthetic populations—computational simulations of human behavior and demographics—for instant market research, polling, and consumer insights. The platform enables companies to run at-scale research without traditional survey methodologies.","fundingTotal":"$50+ million","latestValuation":"$1 billion","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded March 2024; backed by Balderton Capital, Index Ventures, Point Nine; angel investors from Mistral AI founders","pricingTier":"enterprise","notes":"Series A ($50M+) closed in 2025 at $1B headline valuation (multi-tier structure). Achieved product-market fit rapidly with accurate political outcome predictions. Partnerships with Accenture and EY. Unique play in synthetic data and market intelligence.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:59:33.847Z","viewCount":7,"createdAt":"2026-05-24T01:59:33.847Z","updatedAt":"2026-05-24T01:59:33.847Z"},{"id":295,"slug":"nomic-ai","name":"Nomic.ai","website":"https://nomic.ai","hqLocation":"New York, New York, United States","foundedYear":2021,"category":["ai-infrastructure","data-analytics"],"description":"Open-source data analytics and visualization platform for embedding models and large-scale data exploration. Provides tools for understanding high-dimensional data and model internals, enabling organizations to visualize and interact with billions of data points.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium, enterprise","notes":"Created Atlas interactive visualization platform; maintains open-source commitment; private company with undisclosed funding.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:58:51.077Z","viewCount":9,"createdAt":"2026-05-24T01:58:51.077Z","updatedAt":"2026-05-24T01:58:51.077Z"},{"id":299,"slug":"mythic","name":"Mythic","website":"https://www.mythic.ai","hqLocation":"Austin, Texas, USA","foundedYear":2018,"category":["ai-infrastructure","hardware-devices"],"description":"Mythic develops power-efficient compute hardware and software for artificial intelligence inference at the edge. The company designs specialized processors and neural processing units optimized for running AI models on devices with minimal power consumption, enabling on-device AI capabilities.","fundingTotal":"$160 million","latestValuation":"$1+ billion","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2018; backed by DCVC, SoftBank, NEA","pricingTier":"enterprise","notes":"$125M venture round closed December 2025 led by DCVC. Became unicorn in 2025. Edge AI hardware provider focusing on efficiency and deployment at scale. Part of broader infrastructure consolidation around power-efficient AI compute.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:59:33.677Z","viewCount":7,"createdAt":"2026-05-24T01:59:33.677Z","updatedAt":"2026-05-24T01:59:33.677Z"},{"id":293,"slug":"gensyn","name":"Gensyn","website":"https://www.gensyn.ai","hqLocation":"London, United Kingdom","foundedYear":2020,"category":["ai-infrastructure","foundation-models"],"description":"Decentralized machine learning compute protocol enabling distributed training with cryptographic verification. Launched Delphi prediction market settled by AI models on Ethereum Layer 2, providing infrastructure for AI model verification and deployment without centralized control.","fundingTotal":"$80.6M","latestValuation":"$1B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Harry Grieve (CEO), Ben Fielding (Co-founder)","pricingTier":null,"notes":"Series A led by a16z crypto ($43M, 2023); October 2025 funding round valued at $1B FDV; launched $AI token public sale December 2025; Delphi platform went live April 2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:50.724Z","viewCount":8,"createdAt":"2026-05-24T01:58:50.724Z","updatedAt":"2026-05-24T01:58:50.724Z"},{"id":917,"slug":"verbaflo","name":"VerbaFlo","website":"https://www.verbaflo.ai","hqLocation":"London, UK (expanding to US)","foundedYear":2024,"category":["enterprise-agents","chatbots-assistants"],"description":"Vertical AI platform for residential real estate operators. Conversational and agentic AI for automating leasing, resident engagement, maintenance requests, and operations. Supports 40+ use cases across enquiry management, lead qualification, tours, onboarding, and renewals across 200,000+ units globally.","fundingTotal":"$9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"15-25","status":"active","tier":"master-list","whoIsBehind":"Sayantan Biswas (Founder, CEO), Abhishek Garg, VP Singh, Dan Smith","pricingTier":"enterprise","notes":"Raised $7M seed (March 2026) led by Pi Labs; total funding ~$9M. Managing 200K+ units globally with 30K new units/month. Product shipped to market with major prop operators. Bold vertical AI play for leasing automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:22:40.934Z","viewCount":4,"createdAt":"2026-05-30T14:22:40.934Z","updatedAt":"2026-05-30T14:22:40.934Z"},{"id":298,"slug":"unframe","name":"Unframe","website":"https://www.unframe.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2024,"category":["cybersecurity","enterprise-agents"],"description":"Unframe is an artificial intelligence cybersecurity platform that detects and responds to threats in real-time using autonomous agents. The company uses behavioral AI models to identify anomalies across identity, cloud, applications, and endpoints, reducing alert fatigue and accelerating incident response.","fundingTotal":"$100 million","latestValuation":"$1 billion","revenueArr":null,"profitabilityStatus":"Very low burn rate","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founded by Shay Levi (CEO), Larissa Schneider (COO), Adi Azarya (VP R&D); all former Noname Security executives","pricingTier":"enterprise","notes":"Series B ($50M) closed April 2026 led by Highland Europe at $1B valuation. Total $100M raised since founding. Founded by cyber security veterans (Noname acquisition by Akamai for ~$500M). Capital-efficient growth with low burn. Emerging leader in agentic cybersecurity.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:59:33.595Z","viewCount":3,"createdAt":"2026-05-24T01:59:33.595Z","updatedAt":"2026-05-24T01:59:33.595Z"},{"id":297,"slug":"thinking-machines-lab","name":"Thinking Machines Lab","website":"https://www.thinkingmachines.ai","hqLocation":"San Francisco, California, USA","foundedYear":2025,"category":["foundation-models","defense-government","robotics-physical"],"description":"Thinking Machines Lab is an AI research organization co-founded by former OpenAI CTO Mira Murati developing broadly capable artificial intelligence systems. The lab focuses on building next-generation AI models with emphasis on reasoning, safety, and real-world applicability.","fundingTotal":"$2 billion","latestValuation":"$50-60 billion","revenueArr":null,"profitabilityStatus":null,"headcount":"~100+","status":"active","tier":"master-list","whoIsBehind":"Co-founded by Mira Murati (former OpenAI CTO); backed by leading VCs","pricingTier":null,"notes":"Launched 10 months ago (approximately July 2025) with $2B seed funding. In funding talks for Series A at $50-60B valuation as of November 2025. Fastest-scaling AI lab by valuation trajectory. Represents post-OpenAI founding wave of AI superintelligence efforts.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:59:33.510Z","viewCount":7,"createdAt":"2026-05-24T01:59:33.510Z","updatedAt":"2026-05-24T01:59:33.510Z"},{"id":296,"slug":"lila-sciences","name":"Lila Sciences","website":"https://www.lila.ai","hqLocation":"Cambridge, Massachusetts, USA","foundedYear":2023,"category":["ai-infrastructure","foundation-models","healthcare"],"description":"Lila Sciences develops AI Science Factories—autonomous laboratories that combine artificial intelligence, software, and robotics to accelerate scientific discovery across life sciences, chemistry, and materials science. The platform enables AI agents to design and run thousands of parallel experiments, compressing workflows that traditionally take weeks into hours.","fundingTotal":"$550 million","latestValuation":"$1.3 billion","revenueArr":null,"profitabilityStatus":null,"headcount":"~100+","status":"active","tier":"master-list","whoIsBehind":"Founded by team from Flagship Pioneering; Geoff von Maltzahn (PhD) leads","pricingTier":"enterprise","notes":"Series A ($350M) closed October 2025 co-led by Braidwell, Collective Global, and Nvidia's NVentures. First commercial customers onboarded in Q4 2025. National security applications noted by In-Q-Tel investors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:59:33.252Z","viewCount":8,"createdAt":"2026-05-24T01:59:33.252Z","updatedAt":"2026-05-24T01:59:33.252Z"},{"id":830,"slug":"windborne-systems","name":"WindBorne Systems","website":"https://www.windbornesystems.com","hqLocation":"Redwood Shores, USA","foundedYear":2019,"category":["ai-infrastructure","data-analytics"],"description":"<cite index=\"43-4,43-5\">WindBorne operates autonomous long-duration weather balloons that collect atmospheric data from surface to stratosphere, and powers an AI-driven global weather forecasting model</cite>. <cite index=\"50-12\">The company's WeatherMesh AI weather forecasting model broke accuracy records previously held by Google DeepMind's AI weather model</cite>.","fundingTotal":"$24.9M","latestValuation":"undisclosed","revenueArr":null,"profitabilityStatus":null,"headcount":"48","status":"active","tier":"master-list","whoIsBehind":"John Dean (CEO), Kai Marshland (CPO)","pricingTier":"enterprise","notes":"<cite index=\"49-13\">The company has millions of dollars in revenue from government partnerships and contracts, including research and development efforts and data-as-a-service contracts</cite>. <cite index=\"49-16\">WindBorne aims to operate 10,000 balloons concurrently by 2028 to offer complete global coverage</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:44.703Z","viewCount":4,"createdAt":"2026-05-30T14:09:44.703Z","updatedAt":"2026-05-30T14:09:44.703Z"},{"id":709,"slug":"maven-agi","name":"Maven AGI","website":"https://www.mavenagi.com","hqLocation":"Boston, USA","foundedYear":2023,"category":["chatbots-assistants","enterprise-agents"],"description":"Generative AI platform for enterprise customer support with agentic AI agents. Autonomously resolves customer inquiries at scale with 93% resolution rate, integrating with Zendesk, Salesforce, Freshdesk, and HubSpot.","fundingTotal":"$78M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"39+","status":"active","tier":"master-list","whoIsBehind":"Jonathan Corbin (CEO), Eugene Mann (CPO), Sami Shalabi (CTO) — all ex-HubSpot/Google/Stripe","pricingTier":"enterprise","notes":"Series B raised $50M in June 2025 led by Dell Technologies Capital. Early customers include TripAdvisor, HubSpot, Impact.com, ClickUp with 90%+ resolution rates and 81% cost reductions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:54:18.878Z","viewCount":6,"createdAt":"2026-05-30T13:54:18.878Z","updatedAt":"2026-05-30T13:54:18.878Z"},{"id":306,"slug":"eliseai","name":"EliseAI","website":"https://www.eliseai.com","hqLocation":null,"foundedYear":null,"category":["enterprise-agents","healthcare"],"description":"AI agent platform automating healthcare and housing workflows. Deploys agentic systems for insurance eligibility, claims processing, and tenant screening at scale.","fundingTotal":"$250M+","latestValuation":"$2.2B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Series E led by Andreessen Horowitz (Aug 2025)","pricingTier":"enterprise","notes":"Series E ($250M, Aug 2025) at $2.2B valuation. Demonstrates mature unit economics in regulated verticals. Heavy A16z conviction on enterprise AI agents.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:36.910Z","viewCount":8,"createdAt":"2026-05-24T02:00:36.910Z","updatedAt":"2026-05-24T02:00:36.910Z"},{"id":309,"slug":"decart","name":"Decart","website":"https://decart.ai","hqLocation":null,"foundedYear":null,"category":["foundation-models"],"description":"AI research lab developing advanced foundation models and reasoning systems. Focuses on efficient model architectures and novel training approaches competitive with major foundation model labs.","fundingTotal":"$100M+","latestValuation":"$3.1B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Funding round ($100M at $3.1B valuation, per TechCrunch Jan 2026)","pricingTier":"enterprise","notes":"Named in TechCrunch's 55 AI startups raising $100M+ in 2025. Positioned as frontier model alternative to OpenAI/Anthropic/Google. Growing investor confidence in AI research labs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:37.170Z","viewCount":6,"createdAt":"2026-05-24T02:00:37.170Z","updatedAt":"2026-05-24T02:00:37.170Z"},{"id":310,"slug":"lightning-ai","name":"Lightning AI","website":"https://lightning.ai","hqLocation":"New York, United States","foundedYear":2019,"category":["ai-infrastructure","coding-dev-tools"],"description":"Lightning AI is a unified machine learning operations (MLOps) platform built around the PyTorch Lightning open-source framework (160+ million downloads). The company provides Lightning Studios, a cloud-based environment for training, fine-tuning, deploying, and scaling AI models with full-, low-, and no-code solutions.","fundingTotal":"$103M","latestValuation":"not disclosed","revenueArr":"estimated early-stage; pay-as-you-go model","profitabilityStatus":"Not yet disclosed; focused on platform adoption","headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"William Falcon (Founder & CEO)","pricingTier":"freemium","notes":"November 2024 $50M funding from Cisco, J.P. Morgan, K5 Global, NVIDIA; 240,000+ users across 2,000 organizations in 12 months; helps Fortune 100 reduce setup from 30 days to 2 days.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:01:17.691Z","viewCount":9,"createdAt":"2026-05-24T02:01:17.691Z","updatedAt":"2026-05-24T02:01:17.691Z"},{"id":307,"slug":"blinqio","name":"BlinqIO","website":"https://blinqio.com","hqLocation":null,"foundedYear":2024,"category":["coding-dev-tools"],"description":"Autonomous AI Test Engineer platform generating and maintaining Playwright end-to-end test suites. Enables 'vibe testing' where users click through an app and AI auto-generates production-ready tests with self-healing capabilities.","fundingTotal":"€4.6M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Tal Barmeir, Guy Arieli (ex-Experitest, acquired by TPG); €4.6M Series A (Jun 2024) led by Flint Capital","pricingTier":"enterprise","notes":"2025 Gartner Cool Vendor. Early-stage but impressive traction: 95% test cost savings, 80% faster time-to-market for customers. Addresses massive QA automation TAM with novel AI approach.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:36.996Z","viewCount":6,"createdAt":"2026-05-24T02:00:36.996Z","updatedAt":"2026-05-24T02:00:36.996Z"},{"id":711,"slug":"thinklabs-ai","name":"ThinkLabs AI","website":"https://thinklabs.ai","hqLocation":"New York, USA","foundedYear":2024,"category":["ai-infrastructure","data-analytics"],"description":"Physics-informed AI platform for electric grid simulation and optimization. Enables utilities to automate complex planning and operational workflows by compressing engineering studies from months into minutes. Works with 10+ utilities on AI-native grid analysis.","fundingTotal":"$33M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Josh Wong (CEO/Founder, formerly Opus One Solutions and GE Vernova), spun from GE Vernova","pricingTier":"enterprise","notes":"Raised $5M seed in 2024, $28M Series A March 2026. Partnership with Southern California Edison demonstrated platform capability to process year of hourly data across 100+ circuits in under 3 minutes. Working with Microsoft Azure AI Foundry.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:55:02.930Z","viewCount":4,"createdAt":"2026-05-30T13:55:02.930Z","updatedAt":"2026-05-30T13:55:02.930Z"},{"id":710,"slug":"aisera","name":"Aisera","website":"https://aisera.com","hqLocation":"Santa Clara, USA","foundedYear":2017,"category":["chatbots-assistants","enterprise-agents"],"description":"AI Service Management (AISM) platform with agentic AI for automating tasks across customer service, IT, HR, and finance. Uses generative AI and knowledge graphs for 89% inquiry resolution.","fundingTotal":"$150M+","latestValuation":"$771.8M (2024)","revenueArr":"~$257.3M (2024)","profitabilityStatus":null,"headcount":"340","status":"acquired","tier":"master-list","whoIsBehind":"Muddu Sudhakar (Founder/CEO)","pricingTier":"enterprise","notes":"Series D raised $90M (2022) from Goldman Sachs and Thoma Bravo. Achieved 300% YoY growth. Acquired by Automation Anywhere (Nov 2025). Major customers: Zoom, Workday, McAfee, Grant Thornton.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:54:19.137Z","viewCount":3,"createdAt":"2026-05-30T13:54:19.137Z","updatedAt":"2026-05-30T13:54:19.137Z"},{"id":754,"slug":"nexos-ai","name":"nexos.ai","website":"https://nexos.ai","hqLocation":null,"foundedYear":2023,"category":["ai-infrastructure"],"description":"AI governance risk and compliance platform automating lifecycle management of AI systems. Provides policy orchestration, continuous risk assessment, and regulatory compliance mapping for EU AI Act, NIST, and ISO 42001.","fundingTotal":"$43M total","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Standout performer with $43M raised, competing in the 'system of record' wave for enterprise AI compliance alongside Norm AI and others. Represents fragmented but well-funded category of pure-play governance platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:00.500Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.500Z","updatedAt":"2026-05-30T14:00:00.500Z"},{"id":316,"slug":"nebius-ai","name":"Nebius.AI","website":"https://www.nebius.ai","hqLocation":"Helsinki, Finland","foundedYear":2023,"category":["ai-infrastructure","foundation-models"],"description":"Nebius.AI is a European cloud AI platform providing inference APIs, fine-tuning, and model hosting for open-source LLMs and image models. The company emphasizes data privacy, EU data residency, and compliance, targeting organizations requiring GDPR and sovereignty guarantees.","fundingTotal":"$5M+","latestValuation":null,"revenueArr":"estimated low millions run-rate","profitabilityStatus":"Early-stage; usage-based monetization","headcount":"estimated 10–15","status":"active","tier":"master-list","whoIsBehind":"Founders from Yandex and Cloud infrastructure background","pricingTier":"freemium","notes":"European alternative to US-based inference providers; strong focus on regulatory compliance and data sovereignty.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:01:18.403Z","viewCount":9,"createdAt":"2026-05-24T02:01:18.403Z","updatedAt":"2026-05-24T02:01:18.403Z"},{"id":312,"slug":"patronus-ai","name":"Patronus AI","website":"https://www.patronus.ai","hqLocation":"San Francisco, United States","foundedYear":2023,"category":["enterprise-agents","foundation-models"],"description":"Patronus AI provides AI evaluation and guardrailing solutions for large language models. The company's platform helps enterprises test, benchmark, and deploy LLMs safely by detecting hallucinations, evaluating factuality, and automating quality assurance across AI applications.","fundingTotal":"$15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Private; early-stage","headcount":"estimated 15–20","status":"active","tier":"master-list","whoIsBehind":"Ananya Awasthi, Shiladitya Banerjee (Founders)","pricingTier":"enterprise","notes":"Early traction with Fortune 500 customers; focused on LLM safety and evaluation layer; part of emerging guardrail/evals category.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:01:18.044Z","viewCount":6,"createdAt":"2026-05-24T02:01:18.044Z","updatedAt":"2026-05-24T02:01:18.044Z"},{"id":319,"slug":"bria-ai","name":"Bria AI","website":"https://www.bria.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2020,"category":["image-generation","content-creation"],"description":"Bria AI develops responsible and open visual generative AI models for commercial content creation. The company provides source code and model weights directly to enterprise customers, enabling high-customization and brand-safe image generation at scale.","fundingTotal":"$60M+","latestValuation":"$500M+","revenueArr":null,"profitabilityStatus":null,"headcount":"estimated 50-80","status":"active","tier":"master-list","whoIsBehind":"Sharon Matitya (CEO), Niv Keren","pricingTier":"enterprise","notes":"Series B led by Dell Technologies and Foresight Ventures; enterprise customers generating 1M+ images; focus on commercial licensing and IP-safe generation; strong in retail/marketing applications","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:02:12.137Z","viewCount":4,"createdAt":"2026-05-24T02:02:12.137Z","updatedAt":"2026-05-24T02:02:12.137Z"},{"id":321,"slug":"motherduck","name":"MotherDuck","website":"https://motherduck.com","hqLocation":"Seattle, USA","foundedYear":2022,"category":["ai-infrastructure","data-analytics"],"description":"Cloud-hosted analytics platform built on open-source DuckDB that combines serverless compute with collaborative capabilities. Provides AI agents and data teams with efficient data warehousing and SQL-native analytics. Founded by BigQuery's Jordan Tigani.","fundingTotal":"$100M","latestValuation":"$400M","revenueArr":null,"profitabilityStatus":null,"headcount":"~124","status":"active","tier":"master-list","whoIsBehind":"Jordan Tigani (CEO), Ryan Boyd, Leila Horejsi, Valentino Tereshko","pricingTier":"freemium | enterprise","notes":"Series B+ in May 2025 ($33M); integrated AI functions for LLM calls; DuckLake managed lakehouse format","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:02:45.967Z","viewCount":10,"createdAt":"2026-05-24T02:02:45.967Z","updatedAt":"2026-05-24T02:02:45.967Z"},{"id":315,"slug":"dottie-formerly-airship-ai","name":"Dottie (formerly Airship AI)","website":"https://www.dottie.ai","hqLocation":"San Francisco, United States","foundedYear":2022,"category":["enterprise-agents","productivity-workflow"],"description":"Dottie is an AI automation platform for enterprise workflows, focusing on document processing, data extraction, and robotic process automation. The company leverages multimodal AI (vision + language) to understand and execute tasks involving documents, emails, and enterprise software.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Early-stage; revenue-generating from pilots","headcount":"estimated 20–30","status":"active","tier":"master-list","whoIsBehind":"Shubho Sengupta (Co-founder & CEO)","pricingTier":"enterprise","notes":"Focused on insurance and financial services initially; recently expanded product and team.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:01:18.314Z","viewCount":6,"createdAt":"2026-05-24T02:01:18.314Z","updatedAt":"2026-05-24T02:01:18.314Z"},{"id":966,"slug":"yitu-technology","name":"Yitu Technology","website":"https://www.yitutech.com/en","hqLocation":"Shanghai, China","foundedYear":2012,"category":["data-analytics","enterprise-agents"],"description":"<cite index=\"49-2,49-3,49-4\">Yitu Technology is a Shanghai-based AI company that develops facial recognition systems, founded in 2012 by Leo Zhu and Lin Chenxi, with its software Dragonfly Eye used by public security bureaus throughout China.</cite> <cite index=\"48-1,48-2\">Yitu built a comprehensive enterprise AI platform featuring advanced face recognition, deepfake detection, and machine translation, serving 10M+ daily requests with 99.8% accuracy.</cite>","fundingTotal":">$300M (est. private rounds)","latestValuation":"$4.5B (est. 2025)","revenueArr":"~$400M+ (est. 2024-2025)","profitabilityStatus":"Not publicly disclosed; likely profitable based on scale","headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"Leo Zhu (CEO), Lin Chenxi (co-founder)","pricingTier":"enterprise","notes":"<cite index=\"50-16,50-17\">By 2025 YITU had evolved from a facial-recognition startup into a full-stack AI powerhouse, deploying QuestCore chips across 500+ Smart City hubs; valued near $4.5 billion and ranked at top of NIST face-recognition tests.</cite> <cite index=\"50-2\">In 2024 the company scaled its Smart Healthcare initiative into Europe and the Middle East, winning national digital health infrastructure contracts.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:33:44.194Z","viewCount":5,"createdAt":"2026-05-30T14:33:44.194Z","updatedAt":"2026-05-30T14:33:44.194Z"},{"id":318,"slug":"crusoe-energy","name":"Crusoe Energy","website":"https://crusoeenergy.com","hqLocation":"Denver, USA","foundedYear":2018,"category":["ai-infrastructure","hardware-devices"],"description":"Crusoe Energy is developing specialized hardware infrastructure for AI and high-performance computing, focusing on flare gas utilization and energy-efficient GPU compute. The company combines power generation with AI compute optimization.","fundingTotal":"$200M+","latestValuation":"$1.5B+","revenueArr":"~$276M (2024); projected ~$1B (2025)","profitabilityStatus":null,"headcount":"estimated 150-200","status":"active","tier":"master-list","whoIsBehind":"Chase Lochmiller (CEO), Dan Cummings","pricingTier":"enterprise","notes":"Recent funding rounds in 2024-2025; energy-efficient GPU infrastructure for AI inference; partnership model with energy providers; valuations inferred from Series C activity","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:02:11.879Z","viewCount":8,"createdAt":"2026-05-24T02:02:11.879Z","updatedAt":"2026-05-24T02:02:11.879Z"},{"id":320,"slug":"predibase","name":"Predibase","website":"https://www.predibase.com","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["ai-infrastructure","foundation-models"],"description":"Predibase is a low-code platform for fine-tuning and serving open-source language models. The company developed LoRAX framework enabling teams to deploy hundreds of fine-tuned models from a single GPU, dramatically reducing infrastructure costs for LLM customization.","fundingTotal":"$28.4M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"acquired","headcount":"25-35","status":"acquired","tier":"master-list","whoIsBehind":"Dev Rishi (CEO), Travis Addair (CTO), Piero Molino (Chief Scientist)","pricingTier":"freemium","notes":"Acquired by Rubrik in June 2025 for estimated $100M-$500M; developed LoRA Land (25 open-source fine-tuned models); served Fortune 500 customers; now part of Rubrik AI Acceleration suite","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:02:12.229Z","viewCount":8,"createdAt":"2026-05-24T02:02:12.229Z","updatedAt":"2026-05-24T02:02:12.229Z"},{"id":330,"slug":"valence","name":"Valence","website":"https://valence.co","hqLocation":"New York, USA","foundedYear":2022,"category":["enterprise-agents","productivity-workflow"],"description":"Valence is the creator of Nadia, an enterprise AI coaching platform that delivers personalized, context-aware coaching at scale. Nadia uses agentic AI with proprietary memory and context engines to provide coaching embedded in HR workflows, helping employees adapt to AI and improve performance.","fundingTotal":"~$70-80M (estimated post-Series B)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Parker Mitchell (co-founder, CEO)","pricingTier":"enterprise","notes":"Series B $50M (Sept 2025, Bessemer Venture Partners led); deployed at 50+ Fortune 500 companies (Experian, Delta, Kraft Heinz, General Mills); 1M+ coaching conversations with NPS 90+; actively recruiting globally","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:03:47.579Z","viewCount":4,"createdAt":"2026-05-24T02:03:47.579Z","updatedAt":"2026-05-24T02:03:47.579Z"},{"id":322,"slug":"openlayer","name":"Openlayer","website":"https://openlayer.com","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["ai-infrastructure","data-labeling"],"description":"Enterprise platform for AI evaluation and governance supporting traditional ML and generative AI systems. Provides tools for testing, monitoring, data quality checks, compliance, and model evaluation from development through production.","fundingTotal":"$19.4M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~23","status":"active","tier":"master-list","whoIsBehind":"Gabriel Bayomi (CEO, co-founder), Rishab Ramanathan, Vikas Nair (former Apple ML engineers)","pricingTier":"enterprise","notes":"Series A in May 2025 ($14.5M); 5x development velocity growth in 2024; Gartner Representative Vendor for AI Evaluation platforms; Y Combinator S2021 batch","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:02:46.230Z","viewCount":8,"createdAt":"2026-05-24T02:02:46.230Z","updatedAt":"2026-05-24T02:02:46.230Z"},{"id":755,"slug":"zenity","name":"Zenity","website":"https://zenity.io","hqLocation":null,"foundedYear":2022,"category":["ai-infrastructure"],"description":"AI governance platform for managing AI risk, compliance, and policy enforcement across enterprise AI systems. Focuses on runtime governance and continuous compliance monitoring for regulated industries.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Identified as credible governance platform in 2026 buyer's guides alongside Credo AI, Holistic AI, and ModelOp. Part of maturing category of platforms providing policy enforcement and compliance automation for AI systems.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:00:00.586Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.586Z","updatedAt":"2026-05-30T14:00:00.586Z"},{"id":324,"slug":"unreal-ai-formerly-lastmile-ai","name":"Unreal AI (formerly LastMile AI)","website":"https://lastmile.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["coding-dev-tools","foundation-models"],"description":"AI developer platform enabling engineering teams to efficiently create generative AI applications for language, image, and audio models. Unifies tools, promotes collaboration via notebook-like environment for building LLM apps.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Emerging platform with focus on multi-modal AI development; referenced as Mistral alternative for business-ready LLM deployment","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:02:46.398Z","viewCount":9,"createdAt":"2026-05-24T02:02:46.398Z","updatedAt":"2026-05-24T02:02:46.398Z"},{"id":712,"slug":"fervo-energy","name":"Fervo Energy","website":"https://fervoenergy.com","hqLocation":"Houston, USA","foundedYear":2017,"category":["energy-infrastructure"],"description":"Enhanced geothermal systems (EGS) developer using AI-driven subsurface analytics and advanced drilling techniques adapted from oil/gas to make geothermal cost-competitive at scale. Delivers 24/7 carbon-free baseload power for data centers and grid.","fundingTotal":"$1.5B+","latestValuation":"$10.2B","revenueArr":"~$138K (2025, pre-revenue construction phase)","profitabilityStatus":"Pre-revenue (operating losses $48.8M in 2025)","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tim Latimer (CEO/Co-Founder), backed by Bill Gates, Google, breakthrough Energy Ventures, Devon Energy","pricingTier":"enterprise","notes":"$462M Series E December 2025 (oversubscribed, led by B Capital). IPO April 2026 at $7.7B, popped to $10.2B. Cape Station (500 MW Utah project) on track for 100 MW delivery 2026, 400 MW by 2028. First geothermal well drilled in 16 days (cost reduction via AI optimization).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:55:03.191Z","viewCount":1,"createdAt":"2026-05-30T13:55:03.191Z","updatedAt":"2026-05-30T13:55:03.191Z"},{"id":326,"slug":"phi-4-microsoft-research","name":"Phi-4 (Microsoft Research)","website":null,"hqLocation":"USA","foundedYear":2024,"category":["foundation-models"],"description":"Dense 14-billion parameter language model developed by Microsoft Research emphasizing high-quality training data and advanced reasoning capabilities. Released December 2024 under MIT license for efficient on-device AI.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Microsoft Research team","pricingTier":"open-source","notes":"Released December 12, 2024; trained on 9.8 trillion high-quality tokens; optimized for reasoning with 128K context via direct preference optimization","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:02:46.571Z","viewCount":6,"createdAt":"2026-05-24T02:02:46.571Z","updatedAt":"2026-05-24T02:02:46.571Z"},{"id":706,"slug":"ashby","name":"Ashby","website":"https://ashbyhq.com","hqLocation":"San Francisco, USA","foundedYear":2019,"category":["enterprise-agents","sales-crm"],"description":"Ashby is an all-in-one ATS + CRM + sourcing + scheduling + analytics platform with native AI features. Raised $50M Series D (2025). Used by 70% of Forbes AI 50 companies. Pioneered AI in ATS (2023). Recently announced Agents, Assistant, MCP support for third-party AI tools.","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders: Max Rodewald; early backers likely include top-tier VCs given Series D size; customers include Cursor, Granola, Lovable, OpenAI","pricingTier":"enterprise","notes":"Series D $50M (2025). First ATS to introduce AI features (2023). 2026: Custom Agents, Ashby Assistant (chat interface), Scheduling Agents, AI Interviewer via Talent Llama partnership, MCP protocol support.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:57.448Z","viewCount":3,"createdAt":"2026-05-30T13:53:57.448Z","updatedAt":"2026-05-30T13:53:57.448Z"},{"id":446,"slug":"7ai","name":"7AI","website":"https://www.7ai.io","hqLocation":"Boston, Massachusetts, USA","foundedYear":null,"category":["enterprise-agents","defense-government"],"description":"Cybersecurity AI agents company building autonomous systems for threat detection and incident response. Series A round in December 2025 positioned company as leader in AI-driven security automation.","fundingTotal":"$130M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Cybersecurity and autonomous agent specialists","pricingTier":"enterprise","notes":"Series A $130M (Dec 2025) led by Index Ventures; includes Greylock, Spark Capital, CRV; focus on AI agents for security","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:28:15.850Z","viewCount":7,"createdAt":"2026-05-24T02:28:15.850Z","updatedAt":"2026-05-24T02:28:15.850Z"},{"id":331,"slug":"axiom-math","name":"Axiom Math","website":"https://axiommath.ai","hqLocation":"San Francisco, USA","foundedYear":2025,"category":["foundation-models","coding-dev-tools","ai-infrastructure"],"description":"AI mathematician and theorem prover developing verified AI systems for autonomous mathematical discovery and formal proof verification using the Lean proof assistant. Raised $200M Series A (March 2026) at $1.6B valuation after $64M seed (October 2025). Achieved perfect score on Putnam 2025 competition.","fundingTotal":"$264M","latestValuation":"$1.6B","revenueArr":null,"profitabilityStatus":null,"headcount":"30+","status":"active","tier":"master-list","whoIsBehind":"Carina Hong (CEO, Morgan Prize winner), Shubho Sengupta (CTO, ex-Meta AI), Ken Ono (Founding Mathematician)","pricingTier":"enterprise","notes":"Launched AXLE public API (March 2026). Strong traction in verified code generation and formal verification. Only 7 months from seed to $1.6B valuation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:04:47.075Z","viewCount":9,"createdAt":"2026-05-24T02:04:47.075Z","updatedAt":"2026-05-24T02:04:47.075Z"},{"id":336,"slug":"axiomatic-ai","name":"Axiomatic AI","website":null,"hqLocation":"USA","foundedYear":2023,"category":["foundation-models"],"description":"AI mathematics verification startup focused on formal verification of AI-generated proofs and reasoning. Secured $18M for math verification efforts, competing in similar space to Axiom Math.","fundingTotal":"$18M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"Mentioned alongside Axiom Math in verified AI space. Mid-stage funding.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:04:47.684Z","viewCount":6,"createdAt":"2026-05-24T02:04:47.684Z","updatedAt":"2026-05-24T02:04:47.684Z"},{"id":333,"slug":"octoai-formerly-octoml","name":"OctoAI (formerly OctoML)","website":"https://octoai.com","hqLocation":"Seattle, USA","foundedYear":2019,"category":["ai-infrastructure","foundation-models"],"description":"AI infrastructure platform for optimizing and deploying generative AI models at scale. Built on Apache TVM compiler framework. Raised $85M Series C (November 2021) led by Tiger Global, bringing total funding to $132M. Rebranded from OctoML to OctoAI (January 2024) as generative AI focus expanded.","fundingTotal":"$132M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"140+","status":"active","tier":"master-list","whoIsBehind":"Luis Ceze (Co-founder/CEO), Tianqi Chen (Co-founder/CTO), creators of Apache TVM","pricingTier":"enterprise","notes":"Runs billions of inferences regularly. Launched OctoAI product (June 2024) for image and text generation. Partnerships with Microsoft, Qualcomm, AMD, Arm.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:04:47.418Z","viewCount":8,"createdAt":"2026-05-24T02:04:47.418Z","updatedAt":"2026-05-24T02:04:47.418Z"},{"id":335,"slug":"latticeflow-ai","name":"LatticeFlow AI","website":"https://latticeflow.ai","hqLocation":"Zurich, Switzerland","foundedYear":2020,"category":["ai-infrastructure"],"description":"Trustworthy AI governance platform for controlling AI risk and ensuring automated data/model diagnostics. Founded by ETH Zurich AI researchers. Raised $18M funding. Enables discovery, evaluation, and governance of AI risk across agentic AI stack.","fundingTotal":"$18M","latestValuation":null,"revenueArr":"~$3.3M (2023 estimate)","profitabilityStatus":null,"headcount":"30","status":"active","tier":"master-list","whoIsBehind":"Petar Tsankov (CEO, lead researcher)","pricingTier":"enterprise","notes":"Bootstrapped to $3.3M revenue. Focus on robustness, trustworthiness and safety of AI systems. Swiss-founded deep-tech firm.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:04:47.596Z","viewCount":7,"createdAt":"2026-05-24T02:04:47.596Z","updatedAt":"2026-05-24T02:04:47.596Z"},{"id":338,"slug":"codiumai","name":"CodiumAI","website":"https://www.codium.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2022,"category":["coding-dev-tools","ai-infrastructure"],"description":"CodiumAI is a generative code integrity platform that helps developers write better, safer code through AI-powered testing, review, and documentation. The company's Codiumate tool generates meaningful unit tests, catches edge cases, and flags suspicious behaviors before code reaches production. Used by 600k+ developers.","fundingTotal":"$30M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dedy Kredo (Co-founder, Chief Product Officer), Itamar Friedman (Co-founder)","pricingTier":"freemium","notes":"Launched enterprise platform (July 2024) with advanced RAG and organizational best-practices learning. Exited stealth 16 months prior; solutions used by 600k+ developers. Open-source AlphaCodium project surpasses DeepMind AlphaCode on competitive programming benchmarks.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:05:26.353Z","viewCount":9,"createdAt":"2026-05-24T02:05:26.353Z","updatedAt":"2026-05-24T02:05:26.353Z"},{"id":938,"slug":"astrocade","name":"Astrocade","website":"https://astrocade.com","hqLocation":"San Francisco, California, USA","foundedYear":2022,"category":["design-creative","game-development"],"description":"Platform enabling anyone to create playable games using generative AI from concept to millions of players in minutes. Founded by AI researchers (Stanford PhD + Google AI researcher) with a focus on democratizing game creation. Platform generates hundreds of millions of plays monthly since public launch.","fundingTotal":"$56 million","latestValuation":"not disclosed","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Amir Ilan (Stanford PhD), Ali Samadzadeh (ex-Google AI researcher), co-founders","pricingTier":"freemium","notes":"Series B led by Sequoia Capital with Series A led by Sea (Google AI Futures Fund, NVIDIA, LG Technology Ventures, Dentsu Ventures participation). Recent announcement (Feb 2026) disclosed $56M total. Platform achieved hundreds of millions of plays/month since launch.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:47.966Z","viewCount":4,"createdAt":"2026-05-30T14:26:47.966Z","updatedAt":"2026-05-30T14:26:47.966Z"},{"id":332,"slug":"lattice","name":"Lattice","website":"https://lattice.com","hqLocation":"San Francisco, USA","foundedYear":2015,"category":["enterprise-agents","productivity-workflow"],"description":"AI-powered people platform managing employee performance, engagement, and compensation. Founded by Sam Altman's brother Jack Altman. Series F with $332M total funding at $3B valuation (2022). Launched free AI Agent for HR teams; announced Lattice Habits AI-first workflow system (October 2025).","fundingTotal":"$332M","latestValuation":"$3B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jack Altman (Co-founder/Executive Chairman), Sarah Franklin (CEO)","pricingTier":"enterprise","notes":"Pivoted from SaaS teamwork platform to AI-native people management. Integrated OpenAI models. Made AI Agent free for all customers (October 2025).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:04:47.333Z","viewCount":4,"createdAt":"2026-05-24T02:04:47.333Z","updatedAt":"2026-05-24T02:04:47.333Z"},{"id":346,"slug":"neuralk-ai","name":"Neuralk-AI","website":"https://neuralk-ai.com","hqLocation":"Paris, France","foundedYear":2024,"category":["foundation-models","data-analytics"],"description":"French AI startup pioneering tabular foundation models for structured data processing. Neuralk-AI specializes in applying generative AI to enterprise data warehouses and e-commerce catalogs, addressing the gap where large language models struggle with tabular data.","fundingTotal":"$4 million","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Antoine Moissenot, Alexandre Pasquiou","pricingTier":"enterprise","notes":"Working with major European retailers (E. Leclerc, Auchan) and Mirakl; raised Series A in 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:07:21.894Z","viewCount":9,"createdAt":"2026-05-24T02:07:21.894Z","updatedAt":"2026-05-24T02:07:21.894Z"},{"id":348,"slug":"vapor-io","name":"Vapor IO","website":"https://vaporcompute.com","hqLocation":"Austin, USA","foundedYear":2015,"category":["ai-infrastructure"],"description":"Vapor IO operates distributed edge computing infrastructure optimized for AI workloads. Provides bare-metal GPU access and low-latency compute clusters for enterprises deploying AI models.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Infrastructure player; competing with CoreWeave and Lambda Labs.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:07:22.239Z","viewCount":7,"createdAt":"2026-05-24T02:07:22.239Z","updatedAt":"2026-05-24T02:07:22.239Z"},{"id":350,"slug":"emerald-ai","name":"Emerald AI","website":"https://www.emeraldai.co","hqLocation":"Washington, D.C., United States","foundedYear":2024,"category":["ai-infrastructure"],"description":"Emerald AI develops Conductor, a software platform that makes AI data center power demand flexible and responsive to grid conditions. The platform transforms data centers into valuable grid partners, unlocking capacity on existing electricity infrastructure.","fundingTotal":"$68M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Early commercial","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dr. Varun Sivaram (CEO, former Deputy Director U.S. Dept. of Energy)","pricingTier":"enterprise","notes":"Raised $42.5M total by Oct 2025 (seed + extension). Partners: NVIDIA, National Grid, EPRI, Digital Realty. Named to TIME100 Most Influential Companies 2026. Operating commercial demonstrations in Phoenix, Virginia, Oregon, London.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:08:00.194Z","viewCount":9,"createdAt":"2026-05-24T02:08:00.194Z","updatedAt":"2026-05-24T02:08:00.194Z"},{"id":345,"slug":"hyperbolic-labs","name":"Hyperbolic Labs","website":"https://hyperbolic.xyz","hqLocation":"San Francisco, United States","foundedYear":2023,"category":["ai-infrastructure","hardware-devices","foundation-models"],"description":"Decentralized GPU inference network enabling cost-efficient model serving and fine-tuning. Provides distributed compute infrastructure for LLM inference, image generation, and video processing by aggregating spare GPU capacity globally, bypassing traditional cloud bottlenecks.","fundingTotal":"$20M+","latestValuation":"Estimated $100-200M","revenueArr":"Estimated $2-5M (early stage)","profitabilityStatus":"Pre-revenue, raising","headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Arjun Somani, Tim Consortium (founders)","pricingTier":"freemium | enterprise","notes":"Seed/Series A 2024; decentralized alternative to CoreWeave/Lambda; 50%+ cheaper inference vs. centralized clouds; growing adoption for inference-heavy AI ops; infrastructure play in competition with traditional GPU cloud providers.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:06:35.800Z","viewCount":8,"createdAt":"2026-05-24T02:06:35.800Z","updatedAt":"2026-05-24T02:06:35.800Z"},{"id":344,"slug":"vectara","name":"Vectara","website":"https://vectara.com","hqLocation":"San Francisco, United States","foundedYear":2021,"category":["ai-infrastructure","data-analytics"],"description":"Generative Retrieval Augmented Generation (RAG) platform providing hosted LLM-powered search and semantic document understanding. Combines neural search, semantic reranking, and generative responses to enable accurate question-answering over proprietary documents for enterprises.","fundingTotal":"$73M","latestValuation":"$250M (estimated post-Series B)","revenueArr":"Estimated $5-15M","profitabilityStatus":"Pre-profitable, growing revenue","headcount":"~60","status":"active","tier":"master-list","whoIsBehind":"Gal Shachor (CEO), Jyothi Vinjumur","pricingTier":"freemium | enterprise","notes":"Series B 2024; Gen AI Search API serving 500+ customers; 99.9% query accuracy; real-time indexing; used by enterprise AI teams for knowledge management; competitors: Pinecone (exclude list), Weaviate (exclude list).","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:06:35.710Z","viewCount":7,"createdAt":"2026-05-24T02:06:35.710Z","updatedAt":"2026-05-24T02:06:35.710Z"},{"id":343,"slug":"unstructured-io","name":"Unstructured.io","website":"https://unstructured.io","hqLocation":"San Francisco, United States","foundedYear":2022,"category":["ai-infrastructure","data-analytics"],"description":"Data infrastructure platform for extracting and processing unstructured data (PDFs, documents, images) at scale. Provides APIs and SDKs for document parsing, chunking, and embedding preparation serving LLM applications, RAG pipelines, and enterprise data workflows.","fundingTotal":"$75M+","latestValuation":"$500M (estimated)","revenueArr":"Estimated $10-20M","profitabilityStatus":"Early revenue, pre-profitable","headcount":"~60","status":"active","tier":"master-list","whoIsBehind":"Yujian Tang, Jay Alammar (founders)","pricingTier":"freemium | enterprise","notes":"Series B 2024; OSS library 10K+ GH stars; enterprise traction with LLM / RAG teams; processing billions of documents; partnerships with AWS, Google Cloud; core to document intelligence and AI automation.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:06:35.626Z","viewCount":9,"createdAt":"2026-05-24T02:06:35.626Z","updatedAt":"2026-05-24T02:06:35.626Z"},{"id":713,"slug":"gridcare","name":"GridCARE","website":"https://gridcare.ai","hqLocation":"USA","foundedYear":2024,"category":["ai-infrastructure","data-analytics"],"description":"AI-powered grid optimization platform using generative AI (DeFlex methodology) to identify hidden flexibility in existing grid infrastructure and accelerate interconnection of new loads. First project with Portland General Electric freed 80 MW of capacity for data center demand.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Stanford-spun research team","pricingTier":"enterprise","notes":"Limited public funding information; early-stage but demonstrated immediate commercial impact (80 MW interconnection acceleration). Addresses grid interconnection queue bottleneck without infrastructure build.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T13:55:03.277Z","viewCount":4,"createdAt":"2026-05-30T13:55:03.277Z","updatedAt":"2026-05-30T13:55:03.277Z"},{"id":349,"slug":"aurora-innovation","name":"Aurora Innovation","website":"https://aurora.dev","hqLocation":"Mountain View, United States","foundedYear":2017,"category":["robotics-physical"],"description":"Aurora Innovation develops autonomous driving technology (Aurora Driver) targeting commercial freight trucking. The company achieved its commercial driverless launch in Texas in 2024 and operates multiple Class 8 trucks for freight logistics partners.","fundingTotal":"$693M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue (commercial stage)","headcount":"~2,412","status":"active","tier":"master-list","whoIsBehind":"Chris Urmson (CEO), Sterling Anderson, J. Andrew Bagnell","pricingTier":"enterprise","notes":"Public company on Nasdaq (AUR). Raised $483M in August 2024 secondary offering. Partnerships with Uber Freight and logistics operators.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:07:59.934Z","viewCount":6,"createdAt":"2026-05-24T02:07:59.934Z","updatedAt":"2026-05-24T02:07:59.934Z"},{"id":351,"slug":"augment","name":"Augment","website":"https://augmentcode.com","hqLocation":"United States","foundedYear":2022,"category":["coding-dev-tools"],"description":"Augment is an AI-powered code generation and development assistance platform that helps developers write code more productively. The platform allows teams to connect their codebases privately for personalized, context-aware code suggestions.","fundingTotal":"$252M","latestValuation":"$977M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Scott Dietzen (CEO, former Pure Storage), Igor Ostrovsky (co-founder, ex-Microsoft), Guy Gur-Ari (ex-Google AI researcher)","pricingTier":"enterprise","notes":"Series B: $227M raise (May 2024) from Index Ventures, Lightspeed, Eric Schmidt's Innovation Endeavors. Emerged from stealth with focus on removing toil from developer workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:08:00.284Z","viewCount":7,"createdAt":"2026-05-24T02:08:00.284Z","updatedAt":"2026-05-24T02:08:00.284Z"},{"id":716,"slug":"boomy","name":"Boomy","website":"https://www.boomy.com","hqLocation":"Berkeley, California","foundedYear":2018,"category":["voice-audio-music"],"description":"AI-powered music creation platform enabling users to generate original songs by selecting genres, with direct distribution to Spotify and other DSPs. Freemium model with commercial licensing tiers. Expanded product line to include LoopMagic (professional sample/loop generation with producer !llmind).","fundingTotal":"$5.38M","latestValuation":null,"revenueArr":"~$4.1M (as of 2025)","profitabilityStatus":null,"headcount":"16","status":"active","tier":"master-list","whoIsBehind":"Alex Mitchell (CEO/Co-Founder) & Matthew Cohen Santorelli (Co-Founder)","pricingTier":"freemium","notes":"Established 2024 product expansion with LoopMagic (Grammy producer !llmind partnership); partnership with ADA Worldwide (Warner subsidiary) for distribution. Faced 2023 Spotify fraud controversy but recovered with Beatdapp stream-verification integration (Oct 2023).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:55:46.534Z","viewCount":3,"createdAt":"2026-05-30T13:55:46.534Z","updatedAt":"2026-05-30T13:55:46.534Z"},{"id":356,"slug":"waabi","name":"Waabi","website":"https://waabi.ai","hqLocation":"Toronto, Canada","foundedYear":2021,"category":["robotics-physical","foundation-models","ai-infrastructure"],"description":"Waabi develops Waabi World, a physics-based simulator and autonomous driving system for Level 4 autonomous trucking, with partnerships for real-world deployment and integration into commercial truck fleets.","fundingTotal":"$280M","latestValuation":"estimated $500M+","revenueArr":null,"profitabilityStatus":null,"headcount":"~150","status":"active","tier":"master-list","whoIsBehind":"Raquel Urtasun (CEO, co-founder, former Uber ATG lead)","pricingTier":"enterprise","notes":"June 2024: $200M Series B. Partnership with Volvo Autonomous Solutions for VNL truck integration. Vertically integrated approach combining simulation with autonomous stack.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:03.654Z","viewCount":11,"createdAt":"2026-05-24T02:09:03.654Z","updatedAt":"2026-05-24T02:09:03.654Z"},{"id":360,"slug":"extend","name":"Extend","website":"https://extend.ai","hqLocation":"New York, New York, USA","foundedYear":2023,"category":["data-labeling","productivity-workflow","ai-infrastructure"],"description":"Extend provides production-grade document processing infrastructure with specialized vision models for parsing, extracting, and splitting complex documents. The platform enables technical teams to build accurate document pipelines in days rather than months, serving enterprises including Chime, Brex, Flatiron Health, and Opendoor.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"25 (as of Winter 2023)","status":"active","tier":"master-list","whoIsBehind":"Eli Badgio and Kushal Byatnal (founders; Byatnal ex-Brex, founder of fintech Stir)","pricingTier":"enterprise","notes":"Y Combinator Winter 2023 batch; customers achieve >95% accuracy on mission-critical documents; enterprise focus on financial services and fintech","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:51.694Z","viewCount":10,"createdAt":"2026-05-24T02:09:51.694Z","updatedAt":"2026-05-24T02:09:51.694Z"},{"id":357,"slug":"foretellix","name":"Foretellix","website":"https://www.foretellix.com","hqLocation":"Tel Aviv, Israel","foundedYear":2017,"category":["robotics-physical","data-labeling","defense-government"],"description":"Foretellix specializes in scenario-based verification and validation (V&V) for autonomous vehicles and ADAS, providing safety-focused simulation and testing frameworks for automotive and industrial automation.","fundingTotal":"$135M","latestValuation":"estimated $300M+","revenueArr":null,"profitabilityStatus":null,"headcount":"~100","status":"active","tier":"master-list","whoIsBehind":"Ziv Berman (CEO, co-founder)","pricingTier":"enterprise","notes":"December 2023: $85M Series C from 83North, Temasek, NVIDIA. Total $135M raised. Focus on metrics-driven safety validation with scenario generation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:03.742Z","viewCount":7,"createdAt":"2026-05-24T02:09:03.742Z","updatedAt":"2026-05-24T02:09:03.742Z"},{"id":355,"slug":"modular","name":"Modular","website":"https://www.modular.com","hqLocation":"Palo Alto, USA","foundedYear":2022,"category":["ai-infrastructure","coding-dev-tools","foundation-models"],"description":"Modular develops the Mojo programming language and MAX platform for high-performance AI inference, enabling developers to write GPU kernels in Python-compatible syntax and deploy across NVIDIA, AMD, and other hardware.","fundingTotal":"$230M","latestValuation":"estimated $1B+","revenueArr":null,"profitabilityStatus":null,"headcount":"~150","status":"active","tier":"master-list","whoIsBehind":"Chris Lattner (co-founder, CEO; LLVM/Swift creator), Tim Davis (co-founder)","pricingTier":"freemium | enterprise","notes":"May 2023: Mojo language public launch. March 2024: open-sourced Mojo standard library under Apache 2.0. 175,000+ developers, 50,000 organizations. Mojo compiler to open-source in H1 2026. $130M Series B led by General Catalyst (2023).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:03.357Z","viewCount":9,"createdAt":"2026-05-24T02:09:03.357Z","updatedAt":"2026-05-24T02:09:03.357Z"},{"id":354,"slug":"arcee-ai","name":"Arcee AI","website":"https://arcee.ai","hqLocation":"Miami, USA","foundedYear":2023,"category":["foundation-models","ai-infrastructure","coding-dev-tools"],"description":"Arcee AI develops secure, enterprise-focused platforms for building, fine-tuning, and deploying custom language models. The company specializes in small language models (SLMs) and recently released Trinity, a frontier open-weight foundation model family trained on sovereign U.S. infrastructure.","fundingTotal":"$49.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Mark McQuade, Brian Benedict, Jacob Salowetz","pricingTier":"enterprise","notes":"Series A $24M (2024, Emergence Capital); Dec 2025 released Trinity open-source models (Mini, Nano, Large-Thinking); committed $20M to 33-day training run; partnerships with DatologyAI, Prime Intellect","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:08:24.229Z","viewCount":9,"createdAt":"2026-05-24T02:08:24.229Z","updatedAt":"2026-05-24T02:08:24.229Z"},{"id":352,"slug":"skywork-ai","name":"Skywork AI","website":"https://skywork.ai","hqLocation":"Singapore","foundedYear":2021,"category":["chatbots-assistants","productivity-workflow"],"description":"Skywork AI is a Singapore-based AI workspace platform that generates research-backed documents, slides, spreadsheets, web pages, and podcasts from user inputs using DeepResearch-powered capabilities.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"51–200","status":"active","tier":"master-list","whoIsBehind":"Kunlun Tech Co., Ltd. (owner)","pricingTier":"freemium","notes":"DeepResearch-powered document and media generation. Enterprise adoption in Asia-Pacific.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:08:00.374Z","viewCount":7,"createdAt":"2026-05-24T02:08:00.374Z","updatedAt":"2026-05-24T02:08:00.374Z"},{"id":358,"slug":"inverted-ai","name":"Inverted AI","website":"https://inverted.ai","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["robotics-physical","ai-infrastructure","video-generation"],"description":"Inverted AI develops AI-powered virtual agents and synthetic traffic simulation for autonomous vehicle testing, enabling developers to generate realistic traffic scenarios and interactions for AV training and validation.","fundingTotal":"$13M+","latestValuation":"estimated $50M+","revenueArr":null,"profitabilityStatus":null,"headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Jonny Godlee (CEO, co-founder)","pricingTier":"enterprise","notes":"December 2023: $4M funding round. Focuses on synthetic agent generation for simulation environments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:03.830Z","viewCount":9,"createdAt":"2026-05-24T02:09:03.830Z","updatedAt":"2026-05-24T02:09:03.830Z"},{"id":366,"slug":"lambda-labs","name":"Lambda Labs","website":"https://lambda.ai","hqLocation":"San Jose, USA","foundedYear":2012,"category":["ai-infrastructure"],"description":"<cite index=\"32-1,32-3\">Lambda Labs is a leading provider of high-performance computing infrastructure for artificial intelligence and machine learning.</cite> <cite index=\"32-8\">Through its cloud-based platform, the company offers scalable, on-demand GPU clusters that enable organizations to accelerate their most compute-intensive machine learning workloads.</cite>","fundingTotal":"$1.5B+","latestValuation":"$4B","revenueArr":"~$425M","profitabilityStatus":null,"headcount":"100+","status":"active","tier":"master-list","whoIsBehind":"Stephen Balaban (co-founder, CEO)","pricingTier":"freemium","notes":"<cite index=\"29-25\">In September 2025, Lambda announced a $1.5 billion deal where Nvidia would lease back 18,000 GPUs from Lambda.</cite> <cite index=\"30-2,30-3\">Lambda announced a $480 million Series D investment co-led by Andra Capital and SGW, with additional participation from Nvidia, Andrej Karpathy, ARK Invest, and others.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:10:35.267Z","viewCount":9,"createdAt":"2026-05-24T02:10:35.267Z","updatedAt":"2026-05-24T02:10:35.267Z"},{"id":369,"slug":"hailo","name":"Hailo","website":"https://www.hailo.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2017,"category":["ai-infrastructure","hardware-devices"],"description":"Edge AI processor startup developing specialized chips optimized for high-performance deep learning on edge devices. Partners with Raspberry Pi Foundation and major IoT/edge device manufacturers for deployment of efficient on-device AI.","fundingTotal":"$155+ million","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded in Tel Aviv; recognized in multiple 'best edge AI' rankings; strong partnerships including Raspberry Pi","pricingTier":"enterprise","notes":"Focuses on low power consumption and high throughput for edge AI. Collaborated with Raspberry Pi Foundation for Raspberry Pi AI Kit for Pi 5. Default choice for edge AI acceleration in many applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:11:14.118Z","viewCount":8,"createdAt":"2026-05-24T02:11:14.118Z","updatedAt":"2026-05-24T02:11:14.118Z"},{"id":362,"slug":"litellm","name":"LiteLLM","website":"https://litellm.ai","hqLocation":"San Francisco, California, USA (estimated)","foundedYear":2023,"category":["coding-dev-tools","ai-infrastructure","productivity-workflow"],"description":"LiteLLM is an open-source proxy and unified interface that abstracts 100+ Large Language Model (LLM) providers, enabling dynamic model routing, cost optimization, and fallback handling. The platform includes built-in RAG (Retrieval-Augmented Generation) capabilities, token management, and enterprise observability for LLM applications.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brandon Phong (creator/lead); open-source community contributions; used by Langroid, GraphRAG, Harbor frameworks","pricingTier":"open-source (free), freemium (proxy service)","notes":"Popular in AI engineering community; supports OpenAI, Anthropic, Google, Azure, Cohere, Bedrock, vLLM and 100+ providers; built-in RAG/query endpoints; vector store integrations (Pinecone, Weaviate, Qdrant); GitHub OSS widely adopted","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:51.868Z","viewCount":11,"createdAt":"2026-05-24T02:09:51.868Z","updatedAt":"2026-05-24T02:09:51.868Z"},{"id":367,"slug":"laion","name":"LAION","website":"https://laion.ai","hqLocation":"Berlin, Germany","foundedYear":2021,"category":["data-labeling","foundation-models"],"description":"<cite index=\"37-11,37-12\">LAION (Large-scale Artificial Intelligence Open Network) was founded in 2021 with the goal of increased access to quality, AI-friendly datasets and curates and releases massive openly-licensed datasets for AI/ML usage.</cite> <cite index=\"38-2\">It is a German non-profit organization.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"non-profit","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Volunteer-led open-source community","pricingTier":"freemium","notes":"<cite index=\"41-1\">LAION-5B dataset (5.85 billion image-text pairs) is a key dataset supporting the training of major AI image generation models such as Stable Diffusion.</cite> <cite index=\"38-10,38-11\">The resulting dataset has been used in hundreds of academic projects, and the paper announcing LAION-5B has been cited 1,331 times.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:10:35.527Z","viewCount":8,"createdAt":"2026-05-24T02:10:35.527Z","updatedAt":"2026-05-24T02:10:35.527Z"},{"id":368,"slug":"terray-therapeutics","name":"Terray Therapeutics","website":"https://www.terraysolutions.com","hqLocation":"Cambridge, USA","foundedYear":2023,"category":["healthcare","foundation-models"],"description":"AI-first small-molecule drug discovery platform using machine learning to explore chemical space faster. Founded by Stripe co-founder Patrick Collison and biotech veterans, combining generative chemistry with traditional pharmacology workflows.","fundingTotal":"$195 million","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Patrick Collison (co-founder, former Stripe), biotech veterans","pricingTier":"enterprise","notes":"Raised $120M Series B in October 2025 (Bedford Ridge led, Nvidia NVentures participated); prior $75M Series A in 2023. Bridges preclinical to clinical stage.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:11:13.866Z","viewCount":9,"createdAt":"2026-05-24T02:11:13.866Z","updatedAt":"2026-05-24T02:11:13.866Z"},{"id":717,"slug":"beatoven-ai","name":"Beatoven.ai","website":"https://www.beatoven.ai","hqLocation":"Bengaluru, Karnataka, India","foundedYear":2021,"category":["voice-audio-music"],"description":"AI music generation platform for video/podcast creators using mood-based and multimodal prompts. Recently launched Maestro model trained on fully licensed data with artist-payout infrastructure via partnership with Musical AI. Supports sound effects and stems export.","fundingTotal":"$2.44M","latestValuation":null,"revenueArr":"~$83K (INR 83.3L, as of Mar 2025)","profitabilityStatus":null,"headcount":"16","status":"active","tier":"master-list","whoIsBehind":"Mansoor Rahimat Khan (CEO/Co-Founder) & Siddharth Bhardwaj (Co-Founder)","pricingTier":"freemium","notes":"Maestro model launch (Aug 2025) received major trade press coverage as first AI music platform with transparent artist royalty payouts. Fairly Trained certified. Pre-Series A round of $1.3M (Mar 2024) led by Capital 2B.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:55:46.621Z","viewCount":3,"createdAt":"2026-05-30T13:55:46.621Z","updatedAt":"2026-05-30T13:55:46.621Z"},{"id":457,"slug":"the-browser-company-arc-dia","name":"The Browser Company (Arc / Dia)","website":"https://www.arc.net","hqLocation":"New York, USA","foundedYear":2022,"category":["ai-search","browsers-os"],"description":"The Browser Company develops Arc, an AI-native web browser with agentic search capabilities including \"Browse for Me\" functionality. Recently launched Dia, a new AI browser focused on LLM integration and web navigation.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-100 estimated","status":"active","tier":"master-list","whoIsBehind":"Josh Miller (co-founder, CEO), Harsh Agrawal (co-founder). Owned by Atlassian since 2025.","pricingTier":"freemium","notes":"Arc Search launched January 2024; company pivoting focus to Dia in 2025. Backed by strategic partnership with Atlassian.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:24.133Z","viewCount":9,"createdAt":"2026-05-24T02:30:24.133Z","updatedAt":"2026-05-24T02:30:24.133Z"},{"id":364,"slug":"unstract","name":"Unstract","website":"https://unstract.com","hqLocation":"United States (estimated)","foundedYear":2023,"category":["data-labeling","productivity-workflow","ai-infrastructure"],"description":"Unstract is an open-source, no-code platform for agentic AI document processing that automates extraction, classification, and analysis of documents at scale. The platform uses LLMs with built-in safeguards (LLMChallenge consensus mechanism) to eliminate hallucinations and ensure production-grade accuracy for compliance-heavy workflows.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Open-source project with commercial backing","pricingTier":"open-source (free), enterprise","notes":"LLMChallenge two-LLM validation mechanism reduces hallucinations; production deployments in financial services and insurance; handles multi-state regulatory requirements; scanned PDFs and handwritten documents supported","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:52.052Z","viewCount":8,"createdAt":"2026-05-24T02:09:52.052Z","updatedAt":"2026-05-24T02:09:52.052Z"},{"id":378,"slug":"neuronwriter","name":"NeuronWriter","website":"https://neuronwriter.com","hqLocation":"Remote/Europe-based","foundedYear":2022,"category":["writing-content","data-analytics"],"description":"NeuronWriter is an AI-powered content creation platform launched in 2022 targeting SEOs, niche site owners, and content marketers. It provides SERP-driven outlines based on top-ranking articles, NLP keyword suggestions for semantic relevance, AI writing assistance, live content scoring vs. competitors, and internal linking recommendations.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder details not widely disclosed","pricingTier":"freemium","notes":"Rapidly gained traction among SEOs since 2022. Emphasizes content optimization for search ranking. Live scoring dashboard shows optimization vs. top competitors. Multi-language support noted.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.778Z","viewCount":10,"createdAt":"2026-05-24T02:12:32.778Z","updatedAt":"2026-05-24T02:12:32.778Z"},{"id":377,"slug":"frase","name":"Frase","website":"https://frase.io","hqLocation":"Remote/US-based","foundedYear":2016,"category":["writing-content","ai-search"],"description":"Frase is an AI-powered content optimization and automation platform that helps businesses research topics, generate outlines, and create drafts. It analyzes top-ranking search results (20+ for a given keyword), builds SERP-driven outlines, generates content aligned with search intent, and provides real-time content scoring for SEO performance.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder details not prominently disclosed","pricingTier":"freemium","notes":"Launched 2016 as SEO tool, later incorporated AI writing. Focus on content brief generation and real-time content scoring. Competitor analysis feature identifies gaps vs. top-ranking articles.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.689Z","viewCount":10,"createdAt":"2026-05-24T02:12:32.689Z","updatedAt":"2026-05-24T02:12:32.689Z"},{"id":371,"slug":"twelve-labs-inc","name":"Twelve Labs Inc.","website":"https://twelvelabs.io","hqLocation":"San Francisco, United States (Seoul, South Korea subsidiary)","foundedYear":2021,"category":["foundation-models","video-generation","data-analytics"],"description":"Twelve Labs builds multimodal video understanding foundation models that map natural language to video content including actions, objects, and background sounds. The startup enables developers to create applications for semantic video search, scene classification, summarization, and chapter generation. Founded by Jae Lee and co-founders from the tech industry, the company focuses on enterprise, media, entertainment, and security use cases.","fundingTotal":"$107.1M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30,000+ developers on platform","status":"active","tier":"master-list","whoIsBehind":"Jae Lee (Co-founder, CEO); Yoon Kim (President, Chief Strategy Officer; former CTO of SK Telecom, architect of Siri)","pricingTier":"enterprise","notes":"December 2024 raised $30M (Series B extension) led by SK Telecom, Databricks, and Snowflake. Partnerships with AWS SageMaker HyperPod for model training. Strategic backer In-Q-Tel (CIA venture arm). Marengo-2.6 and Pegasus-1 multimodal models. 30,000+ developers using platform.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:11:41.952Z","viewCount":9,"createdAt":"2026-05-24T02:11:41.952Z","updatedAt":"2026-05-24T02:11:41.952Z"},{"id":373,"slug":"tabby","name":"Tabby","website":"https://www.tabbyml.com","hqLocation":"Remote","foundedYear":2023,"category":["coding-dev-tools","ai-infrastructure"],"description":"Tabby is an open-source, self-hosted artificial intelligence coding assistant providing code completion, inline chat, and code explanation capabilities. Unlike cloud-based tools like GitHub Copilot, Tabby runs on-premises with support for consumer-grade GPUs, enabling code to stay within organizational boundaries.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Open-source community-driven project","pricingTier":"freemium","notes":"23,000+ GitHub stars indicating strong adoption. Integrates with VS Code, JetBrains, Vim/Neovim. Recent releases (v0.30, Jan 2026) add agent capabilities and GitLab merge request indexing. Focus on privacy/compliance for regulated industries.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.161Z","viewCount":8,"createdAt":"2026-05-24T02:12:32.161Z","updatedAt":"2026-05-24T02:12:32.161Z"},{"id":374,"slug":"temporal","name":"Temporal","website":"https://temporal.io","hqLocation":"Mountain View, USA","foundedYear":2020,"category":["ai-infrastructure","productivity-workflow"],"description":"Temporal is an open-source durable execution platform enabling developers to build scalable, fault-tolerant applications. Originally forked from Uber's Cadence, Temporal provides workflow-as-code primitives with built-in state management, automatic retries, and observability for long-running distributed processes and AI agent orchestration.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Maxim Fateev, Samar Abbas (former Uber engineers)","pricingTier":"freemium","notes":"Temporal Cloud available for managed hosting. Used by enterprises (NVIDIA, Wistia, etc.) and startups for workflow automation, AI agent orchestration, payment systems, onboarding. Active development through 2025 with enhanced agent/MCP support.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.428Z","viewCount":8,"createdAt":"2026-05-24T02:12:32.428Z","updatedAt":"2026-05-24T02:12:32.428Z"},{"id":705,"slug":"harver","name":"Harver","website":"https://harver.com","hqLocation":"Amsterdam, Netherlands","foundedYear":2013,"category":["enterprise-agents","sales-crm"],"description":"Harver is a pre-employment assessment and talent matching platform powered by AI, I-O psychology, and 35+ years of research. Processes 100+ million candidates. Recently launched Harver CHAT (conversational AI application). Reduces time-to-hire by 40-65%, attrition by 25%.","fundingTotal":"~$150M+ (estimated from scale)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded in 2013; private company; backed by major VCs; acquired Pymetrics game-based assessment platform","pricingTier":"enterprise","notes":"2024 product launch: Harver CHAT (conversational AI for candidate engagement, reduces 30-min applications to 3 min). Enterprise assessments with 450+ validated options. Known for bias mitigation and EEOC compliance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:57.362Z","viewCount":3,"createdAt":"2026-05-30T13:53:57.362Z","updatedAt":"2026-05-30T13:53:57.362Z"},{"id":875,"slug":"hazy","name":"Hazy","website":"https://hazy.com","hqLocation":"London, UK","foundedYear":2017,"category":["synthetic-data"],"description":"Synthetic data platform for enterprise privacy and regulatory compliance. Creates statistically controlled synthetic data for fraud detection, risk modeling, and data sharing. Works with financial services, healthcare, and insurance sectors.","fundingTotal":"$14.5M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Harry Glazer (Co-founder)","pricingTier":"enterprise","notes":"$9M Series A in Mar 2023 led by Conviction. Acquired by SAS in 2024. Pioneered generative AI for synthetic data since inception.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:18.245Z","viewCount":0,"createdAt":"2026-05-30T14:15:18.245Z","updatedAt":"2026-05-30T14:15:18.245Z"},{"id":379,"slug":"anyword","name":"Anyword","website":"https://www.anyword.com","hqLocation":"Remote/US-based","foundedYear":2018,"category":["writing-content"],"description":"Anyword is an AI-driven copywriting platform that helps marketers and businesses create content optimized for conversion and performance. It predicts content performance, provides a proprietary performance score showing message resonance with target audiences, and supports content generation across multiple channels.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by team (details not prominently disclosed)","pricingTier":"freemium","notes":"Predictive performance scoring is key differentiator vs. generic AI writers. Supports landing pages, social media, email, and ad copy. Integrations with marketing platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.864Z","viewCount":4,"createdAt":"2026-05-24T02:12:32.864Z","updatedAt":"2026-05-24T02:12:32.864Z"},{"id":380,"slug":"junia-ai","name":"Junia AI","website":"https://junia.ai","hqLocation":"Remote/US-based","foundedYear":2022,"category":["writing-content","data-analytics"],"description":"Junia AI is an AI content generation platform specializing in long-form, SEO-friendly article creation. It generates comprehensive articles, reports, and guides optimized for search engine ranking, with features designed to increase organic traffic and improve content performance.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder team (details not widely disclosed)","pricingTier":"freemium","notes":"Positioned as best Jasper AI alternative for full, comprehensive SEO-driven content creation. Users report improved Google rankings. Emphasis on long-form article and guide generation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.952Z","viewCount":10,"createdAt":"2026-05-24T02:12:32.952Z","updatedAt":"2026-05-24T02:12:32.952Z"},{"id":719,"slug":"envision-ai","name":"Envision AI","website":"https://www.letsenvision.com","hqLocation":"Undisclosed","foundedYear":2016,"category":["accessibility-ai","hardware-devices"],"description":"<cite index=\"30-2,30-3\">Ally is an accessibility-first AI assistant that reads print, describes scenes, scans documents, searches the web, checks calendars, weather, and more, empowering thousands of people who are blind, low vision, or anyone who benefits from assistive technology</cite>. <cite index=\"30-7,30-8\">Envision Glasses bring award-winning software to smartglasses with real-time text recognition, voice controls and hands-free video calling</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2016; Series funding through Series B+ (pre-2025)","pricingTier":"consumer | freemium","notes":"<cite index=\"9-5,9-6\">Envision's new AI assistant 'ally' allows users to customize personalities, preferences, and conversational styles to match their unique needs</cite>. Shipped wearable glasses in 2025 with major press coverage.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:11.451Z","viewCount":5,"createdAt":"2026-05-30T13:56:11.451Z","updatedAt":"2026-05-30T13:56:11.451Z"},{"id":382,"slug":"zeta-alpha","name":"Zeta Alpha","website":"https://zeta-alpha.com","hqLocation":"Amsterdam, Netherlands","foundedYear":2020,"category":["ai-infrastructure","data-analytics"],"description":"Zeta Alpha is a neural discovery platform that uses generative AI and advanced neural search to help users discover, organize, and share knowledge from AI research papers and enterprise documents. The platform serves research institutions, enterprises, and organizations like NASA and Deloitte.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Bart Zavrel (founder; ex-Textkernel)","pricingTier":"enterprise","notes":"Bootstrapped by founder; used by Air Street for AI research tracking; partnerships with Deloitte, NASA, O2; publishes monthly 'Trends in AI' reports","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:14:29.412Z","viewCount":8,"createdAt":"2026-05-24T02:14:29.412Z","updatedAt":"2026-05-24T02:14:29.412Z"},{"id":386,"slug":"skydio","name":"Skydio","website":"https://www.skydio.com","hqLocation":"San Mateo, USA","foundedYear":2014,"category":["defense-government","robotics-physical"],"description":"Skydio is the largest drone manufacturer in the United States, producing enterprise and defense drones with advanced computer vision and AI for autonomous obstacle avoidance. Shifted from consumer to defense focus in 2023 after early consumer drone success.","fundingTotal":"$500M+","latestValuation":null,"revenueArr":"$1.2B bookings","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Adam Bry (founder/CEO)","pricingTier":"enterprise | defense","notes":"Series E extension $170M (2024); >50% of $1.2B bookings from defense; approved for Taiwan supply; supply chain challenges (batteries, China sanctions)","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:14:29.926Z","viewCount":7,"createdAt":"2026-05-24T02:14:29.926Z","updatedAt":"2026-05-24T02:14:29.926Z"},{"id":381,"slug":"gizmo","name":"Gizmo","website":"https://gizmo.ai","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["productivity-workflow","education-learning"],"description":"AI-powered learning platform that converts notes, documents, and web content into personalized, gamified study materials including adaptive flashcards and quizzes using spaced repetition and active recall techniques.","fundingTotal":"$25.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~143","status":"active","tier":"master-list","whoIsBehind":"Petros Christodoulou (CEO), Robin Jack (CTO), Paul Evangelou (CPO)","pricingTier":"freemium","notes":"Series A led by Shine Capital (Apr 2026, $22M). 13M users across 120 countries. Rapid organic growth through TikTok (40K followers). Targeting US college market expansion.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:13:37.940Z","viewCount":5,"createdAt":"2026-05-24T02:13:37.940Z","updatedAt":"2026-05-24T02:13:37.940Z"},{"id":384,"slug":"mem0","name":"Mem0","website":"https://mem0.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["ai-infrastructure"],"description":"Mem0 is production-ready memory infrastructure for AI agents that enables persistent, personalized experiences across applications. Developers integrate it with three lines of code to build stateful AI systems; serves as AWS Agent SDK exclusive memory provider.","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Arpit Singh (founder/CEO)","pricingTier":"freemium | enterprise","notes":"Seed + Series A $24M (Oct 2025); 41K+ GitHub stars, 14M+ Python downloads; 186M API calls Q3 2025 (30% MoM growth); exclusive AWS integration","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:14:29.753Z","viewCount":8,"createdAt":"2026-05-24T02:14:29.753Z","updatedAt":"2026-05-24T02:14:29.753Z"},{"id":390,"slug":"neocognition","name":"NeoCognition","website":null,"hqLocation":null,"foundedYear":2026,"category":["enterprise-agents"],"description":"Research lab developing self-learning AI agents capable of autonomously specializing in any domain through continuous learning, addressing current agent reliability issues (~50% task success rates) by building world models similar to human expert learning.","fundingTotal":"$40M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"pre-product","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Su (founder/CEO), with backing from Vista Equity Partners, Databricks co-founder Ion Stoica, Intel CEO Lip-Bu Tan","pricingTier":null,"notes":"April 2026 seed round co-led by Cambium Capital and Walden Catalyst Ventures; emerged from stealth; targeting enterprise SaaS integration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:15:10.480Z","viewCount":4,"createdAt":"2026-05-24T02:15:10.480Z","updatedAt":"2026-05-24T02:15:10.480Z"},{"id":388,"slug":"glean-technologies","name":"Glean Technologies","website":"https://www.glean.com","hqLocation":"Palo Alto, California, USA","foundedYear":2019,"category":["enterprise-agents","ai-search"],"description":"Enterprise AI search and agentic workflow platform that indexes and understands organizational data across hundreds of applications to provide permissions-aware answers and automate multi-step business processes.","fundingTotal":"$765M","latestValuation":"$7.2B","revenueArr":"~$100M","profitabilityStatus":null,"headcount":"850+","status":"active","tier":"master-list","whoIsBehind":"Arvind Jain (founder, Google Distinguished Engineer), T.R. Vishwanath, Piyush Prahladka, Tony Gentilcore","pricingTier":"enterprise","notes":"June 2025 Series F at $7.2B; Glean Agents platform launched Feb 2025 powering 100M+ agent actions annually; surpassed $100M ARR in early 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:15:10.145Z","viewCount":8,"createdAt":"2026-05-24T02:15:10.145Z","updatedAt":"2026-05-24T02:15:10.145Z"},{"id":396,"slug":"decagon-ai","name":"Decagon AI","website":"https://decagon.ai","hqLocation":"San Francisco, California","foundedYear":2023,"category":["enterprise-agents","sales-crm"],"description":"Decagon is an enterprise AI platform that automates customer support with autonomous agents powered by large language models. The platform handles omnichannel support (chat, email, voice) and enables non-technical teams to define agent behavior using natural-language Agent Operating Procedures (AOPs).","fundingTotal":"$231M","latestValuation":"$1.5B","revenueArr":">$10M","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jesse Zhang (CEO), Ashwin Sreenivas (CTO)","pricingTier":"enterprise","notes":"Series C June 2025: $131M at $1.5B valuation co-led by Accel & a16z Growth. Rapid growth from stealth (June 2024). F500 customers: Notion, Duolingo, Rippling, Bilt, Chime, Hertz. Deflection rates 70-80%+, CSAT improvements, 95% cost reduction claimed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:19.920Z","viewCount":8,"createdAt":"2026-05-24T02:16:19.920Z","updatedAt":"2026-05-24T02:16:19.920Z"},{"id":756,"slug":"trustible","name":"Trustible","website":"https://trustible.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["ai-infrastructure"],"description":"AI governance and compliance platform for managing AI risk, audit, and policy enforcement. Supports EU AI Act, ISO 42001, and NIST AI RMF frameworks with deep regulatory compliance automation and evidence collection.","fundingTotal":"Seed stage","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Recognized in market analysis as seed-stage company in pure-play AI governance, risk, and compliance category. Named among deepest EU AI Act feature coverage platforms alongside Modulos, Credo AI, and Holistic AI. Represents long tail of emerging compliance platforms.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:00:00.676Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.676Z","updatedAt":"2026-05-30T14:00:00.676Z"},{"id":391,"slug":"arcads","name":"Arcads","website":"https://www.arcads.ai","hqLocation":"Mont Saint Aignan, France","foundedYear":2023,"category":["video-generation"],"description":"AI-powered marketing video generation platform enabling creation of UGC-style content, product demonstrations, and social media videos using AI actors and automated production workflows. Supports 35+ languages for localized campaign production.","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"profitable within first year","headcount":"11","status":"active","tier":"master-list","whoIsBehind":"Romain Torres, Dylan Fournier (co-founders)","pricingTier":"enterprise","notes":"Dec 2025 seed round ($16M) led by Eurazeo with Sequoia Scout program; already profitable; 6,000+ clients generating ~100,000 video assets monthly; planning San Francisco expansion.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:15:10.564Z","viewCount":4,"createdAt":"2026-05-24T02:15:10.564Z","updatedAt":"2026-05-24T02:15:10.564Z"},{"id":707,"slug":"juicebox","name":"Juicebox","website":"https://juicebox.ai","hqLocation":"Unknown (US-based)","foundedYear":2022,"category":["enterprise-agents","sales-crm"],"description":"Juicebox is an AI-native sourcing platform with 20%+ monthly ARR growth (as of 2025). Searches 800M+ profiles across web in real-time. Uses natural-language prompts + advanced filters for talent discovery. Prompt-to-hire workflow integration.","fundingTotal":"undisclosed","latestValuation":null,"revenueArr":"~20%+ monthly growth (exceptional)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Privately funded; positioned as leading Greenhouse/Lever alternative in multiple 2026 comparisons","pricingTier":"enterprise","notes":"20%+ monthly ARR growth (Jan 2026 report). Described as 'leading AI recruiting agent redefining the space.' Full ATS/CRM alternatives often compare directly to Juicebox for sourcing speed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:57.535Z","viewCount":3,"createdAt":"2026-05-30T13:53:57.535Z","updatedAt":"2026-05-30T13:53:57.535Z"},{"id":392,"slug":"arcana-labs","name":"Arcana Labs","website":"https://www.arcanalabs.ai","hqLocation":"Beverly Hills, California, USA","foundedYear":2024,"category":["video-generation","design-creative"],"description":"AI-powered creative production platform consolidating multiple generative AI models (DALL-E, Flux, Stable Diffusion, Kling, Runway, Minimax, Luma) into unified workflows for filmmakers, visual effects studios, and content creators. Includes AI image, video, and audio generation capabilities.","fundingTotal":"$5.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jonathan Yunger (co-founder/CEO, producer of Expendables/Hellboy franchises)","pricingTier":"enterprise | consumer","notes":"April 2025 emergence from stealth with $5.5M; 100,000+ users; partnerships with Hollywood studios and VFX departments; Screen Actors Guild-AFTRA contract for AI use governance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:15:10.648Z","viewCount":4,"createdAt":"2026-05-24T02:15:10.648Z","updatedAt":"2026-05-24T02:15:10.648Z"},{"id":401,"slug":"deductive-ai","name":"Deductive AI","website":null,"hqLocation":"USA","foundedYear":2025,"category":["enterprise-agents","data-analytics"],"description":"Deductive AI builds AI SRE (Site Reliability Engineer) agents that connect codebases, telemetry, logs, and metrics to guide incident response from detection to resolution. The platform uses knowledge graphs and agentic reasoning to automate root cause analysis and provide remediation guidance.","fundingTotal":"$7.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sameer Agarwal (CTO, former UC Berkeley researcher, early Databricks engineer) & Rakesh Kothari (former ThoughtSpot engineer)","pricingTier":"enterprise","notes":"Public launch with $7.5M seed (Nov 2025). Early customer DoorDash reports incident resolution time cut by up to 90%.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.424Z","viewCount":9,"createdAt":"2026-05-24T02:16:58.424Z","updatedAt":"2026-05-24T02:16:58.424Z"},{"id":395,"slug":"inworld-ai","name":"Inworld AI","website":"https://inworld.ai","hqLocation":"Mountain View, California","foundedYear":2021,"category":["chatbots-assistants","gaming-creative"],"description":"Inworld AI develops real-time AI solutions for interactive applications, specializing in AI-driven character engines for gaming and other media. The platform enables developers to create non-playable characters with emotional range, memory, and multimodal voice capabilities optimized for production scale.","fundingTotal":"$125M","latestValuation":"$500M","revenueArr":null,"profitabilityStatus":null,"headcount":"107","status":"active","tier":"master-list","whoIsBehind":"Ilya Gelfenbeyn (CEO), Kylan Gibbs (CPO), Michael Ermolenko (CTO)","pricingTier":"enterprise","notes":"Series B June 2025: $50M+ at $500M valuation from Lightspeed. Investors: Stanford, Samsung Next, Microsoft M12, LG Tech Ventures. Partnerships with Logitech Streamlabs, Microsoft Xbox. Open-source Character Engine roadmap.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:19.837Z","viewCount":9,"createdAt":"2026-05-24T02:16:19.837Z","updatedAt":"2026-05-24T02:16:19.837Z"},{"id":871,"slug":"parallel-domain","name":"Parallel Domain","website":"https://paralleldomain.com","hqLocation":"San Francisco, USA","foundedYear":2017,"category":["synthetic-data"],"description":"Synthetic data generation platform specializing in computer vision for autonomous vehicles, robotics, and drones. Generates high-fidelity sensor data (camera, LiDAR, radar) for training perception models at scale and with 180x acceleration of ML development cycles.","fundingTotal":"$43.65M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"80+","status":"active","tier":"master-list","whoIsBehind":"Kevin McNamara (Founder & CEO)","pricingTier":"api","notes":"Series B raised $30M in Nov 2022; grew revenue 2.5x YoY with multiple seven-figure customers. Strategic partnerships with Google, Continental, Toyota Research Institute, Woven Planet.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:17.724Z","viewCount":2,"createdAt":"2026-05-30T14:15:17.724Z","updatedAt":"2026-05-30T14:15:17.724Z"},{"id":400,"slug":"general-intuition","name":"General Intuition","website":null,"hqLocation":"USA","foundedYear":2025,"category":["foundation-models","robotics-physical","ai-infrastructure"],"description":"General Intuition is a frontier AI research lab spun out from Medal (a gaming clip platform) that trains spatial-temporal reasoning models and world models using 2 billion gaming videos annually to enable AI agents to understand how objects move through space and interact with physical environments.","fundingTotal":"$134M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Pim de Witte (CEO of Medal and General Intuition), Moritz Baier-Lentz (Lightspeed Ventures partner)","pricingTier":null,"notes":"$134M seed round (Oct 2025). Focus on spatial-temporal reasoning as key building block for AGI; initial applications in gaming and search-and-rescue drones.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.334Z","viewCount":11,"createdAt":"2026-05-24T02:16:58.334Z","updatedAt":"2026-05-24T02:16:58.334Z"},{"id":402,"slug":"humata","name":"Humata","website":"https://humata.ai","hqLocation":"Austin, USA","foundedYear":2023,"category":["productivity-workflow","ai-search"],"description":"Humata is an AI-powered document analysis agent that enables users to upload PDFs and other files, then ask natural language questions to receive instant, citation-backed answers. The platform uses advanced NLP and machine learning to transform static documents into interactive, searchable knowledge bases.","fundingTotal":"$3.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Developed by Tilda Technologies","pricingTier":"freemium","notes":"Seed led by Google's Gradient Ventures; also backed by ARK Invest. SOC 2 Type II compliant; does not use customer data for training. Strong adoption in legal, academic, and technical documentation workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.510Z","viewCount":10,"createdAt":"2026-05-24T02:16:58.510Z","updatedAt":"2026-05-24T02:16:58.510Z"},{"id":406,"slug":"embody","name":"Embody","website":null,"hqLocation":"USA","foundedYear":null,"category":["audio-music","design-creative"],"description":"Embody is an AI technology company that revolutionizes spatial audio for games, music, and extended reality (XR) experiences through its Immerse AI Engine. The system uses machine learning, 3D neural networks, and computer vision to deliver personalized spatial audio by analyzing head and ear geometry from smartphone video.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"Uses Google Cloud infrastructure for real-time calculations. Combines head tracking, adaptive EQ, and ML for immersive gaming and media applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.852Z","viewCount":5,"createdAt":"2026-05-24T02:16:58.852Z","updatedAt":"2026-05-24T02:16:58.852Z"},{"id":757,"slug":"modulos","name":"Modulos","website":"https://modulos.ai","hqLocation":"Zurich, Switzerland","foundedYear":2018,"category":["ai-infrastructure"],"description":"AI governance and compliance platform providing end-to-end lifecycle management of AI systems. First AI governance platform to achieve ISO/IEC 42001 product conformity assessment (May 2026). Supports EU AI Act, NIST, ISO 42001, and financial services deployments.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"First AI governance platform to complete ISO/IEC 42001 product conformity assessment (conducted by Swiss auditor CertX as of May 2026). Recognized as strongest fit for financial services deployments. EU AI Act compliance and ISO 42001 support are core differentiators.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:00.761Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.761Z","updatedAt":"2026-05-30T14:00:00.761Z"},{"id":708,"slug":"mokahr","name":"MokaHR","website":"https://mokahr.io","hqLocation":"Unknown (likely Asia or global)","foundedYear":2014,"category":["enterprise-agents","sales-crm"],"description":"MokaHR is an enterprise ATS + CRM platform with industry-leading AI for screening, matching, interview summaries, and analytics. Trusted by 30%+ of Fortune 500 and 3,000+ enterprises. Claims 3× faster screening (87% accuracy), 95% quicker interview feedback than competitors.","fundingTotal":"undisclosed (likely $50M+)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2014; trusted by Tesla, Nvidia, McDonald's, Nestlé, Schneider Electric","pricingTier":"enterprise","notes":"Benchmarks (Feb 2026) show 3× faster candidate screening vs. Lever/Greenhouse/Workday, 87% accuracy vs. manual, 95% faster interview summaries. Positioned as #1 Lever alternative in MokaHR's own marketing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:53:57.623Z","viewCount":3,"createdAt":"2026-05-30T13:53:57.623Z","updatedAt":"2026-05-30T13:53:57.623Z"},{"id":403,"slug":"guideways","name":"Guideways","website":null,"hqLocation":"USA","foundedYear":2025,"category":["legal-finance","healthcare"],"description":"Guideways applies agentic AI to automate complex regulatory work for medical device developers, particularly FDA approval processes. The platform uses a curated knowledge base of 150,000+ FDA reference documents and expert workflows to guide teams through regulatory strategy, standards research, and submission review.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alexander Habermeier (CEO & co-founder), Sander Denissen (CTO & co-founder)","pricingTier":"enterprise","notes":"Pre-seed closed Sept 2025 (Healthy.Capital, Rising Star VC). Commercial launch April 2026. Addresses $100B+ market where regulatory work consumes 75% of MedTech development costs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.594Z","viewCount":9,"createdAt":"2026-05-24T02:16:58.594Z","updatedAt":"2026-05-24T02:16:58.594Z"},{"id":405,"slug":"kaedim","name":"Kaedim","website":"https://kaedim.ai","hqLocation":"London, UK","foundedYear":2019,"category":["design-creative","video-generation"],"description":"Kaedim's AI-driven platform automatically transforms 2D concept art into clean, production-ready 3D assets in seconds, reducing creation time by up to 100x. The platform streamlines workflows for game developers and animation studios by using generative AI to handle the tedious asset conversion process.","fundingTotal":"$15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Konstantina Psoma (CEO), Roman Bromidge (CTO), both University of Bristol graduates","pricingTier":"enterprise","notes":"Series A of $15M led by Andreessen Horowitz (2024). Used by studios including Aardman Animations and Rebellion Games. Expanding API integrations and developer partnerships.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.764Z","viewCount":6,"createdAt":"2026-05-24T02:16:58.764Z","updatedAt":"2026-05-24T02:16:58.764Z"},{"id":407,"slug":"baidu","name":"Baidu","website":"https://baidu.com","hqLocation":"Beijing, China","foundedYear":2000,"category":["foundation-models","chatbots-assistants"],"description":"Baidu is a leading AI company and search engine with deep expertise in artificial intelligence, deep learning, natural language processing, and computer vision. The company develops ERNIE large models (ERNIE 4.5, ERNIE X1) deployed at scale across search, information feeds, and smart speaker products, and empowers industries through Baidu AI Cloud.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Li Yanhong (founder)","pricingTier":"enterprise","notes":"ERNIE 4.5 launched March 2025 (natively multimodal, improved reasoning). ERNIE X1 (first deep-thinking model with autonomous tool use) also launched March 2025. ERNIE Bot reached 430M users as of Nov 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.936Z","viewCount":10,"createdAt":"2026-05-24T02:16:58.936Z","updatedAt":"2026-05-24T02:16:58.936Z"},{"id":412,"slug":"e2b","name":"E2B","website":"https://e2b.dev","hqLocation":"Prague, Czech Republic","foundedYear":2023,"category":["ai-infrastructure","coding-dev-tools"],"description":"Cloud sandbox infrastructure for AI agents and autonomous code execution. Provides secure, isolated execution environments where AI agents can safely run code, access tools, and interact with external services.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium","notes":"Critical infrastructure for agent sandboxing; competes with Daytona and Beam infrastructure; growing adoption among agent builders","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:17:53.376Z","viewCount":9,"createdAt":"2026-05-24T02:17:53.376Z","updatedAt":"2026-05-24T02:17:53.376Z"},{"id":409,"slug":"giza","name":"Giza","website":"https://www.gizatech.xyz","hqLocation":"Zug, Switzerland","foundedYear":2022,"category":["foundation-models","ai-infrastructure","enterprise-agents"],"description":"Web3-native AI platform for deploying trust-minimized machine learning on blockchains using zero-knowledge proofs (ZKML). Enables developers to create verifiable AI agents that autonomously execute on-chain strategies with provable, auditable decisions across DeFi protocols.","fundingTotal":"$5.2M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Cem Dagdelen, Fran Algaba, Renç Korzay","pricingTier":"freemium","notes":"Pre-seed round July 2023 led by CoinFund; agents deployed on Starknet and Linea by mid-2024; differentiated bet on AI + blockchain convergence","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:17:53.120Z","viewCount":8,"createdAt":"2026-05-24T02:17:53.120Z","updatedAt":"2026-05-24T02:17:53.120Z"},{"id":422,"slug":"loom-atlassian-subsidiary","name":"Loom (Atlassian subsidiary)","website":"https://loom.com","hqLocation":"San Francisco, USA (acquired by Atlassian)","foundedYear":2015,"category":["productivity-workflow"],"description":"Loom is an AI-powered async video communication platform for screen recording, collaboration, and documentation. Recent AI workflows automatically transform videos into written documents (SOPs, Jira tickets, bug reports) and generate summaries, chapters, and action items using generative AI.","fundingTotal":"~$500M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~200","status":"active","tier":"master-list","whoIsBehind":"Atlassian (acquired 2024); original founders retained; built deep Atlassian product integration","pricingTier":"freemium","notes":"Atlassian acquisition 2024. Loom AI workflows #1 Product Hunt launch (June 2025). 73% of users rate AI Suite extremely/very valuable. 50+ language support.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:53.832Z","viewCount":5,"createdAt":"2026-05-24T02:23:53.832Z","updatedAt":"2026-05-24T02:23:53.832Z"},{"id":698,"slug":"qomplement","name":"qomplement","website":"https://www.qomplement.ai","hqLocation":"USA","foundedYear":2024,"category":["enterprise-agents"],"description":"Agentic ERP platform purpose-built for retail and logistics companies. Automates workflows including purchase order intake, vendor onboarding, item master updates, freight order processing, carrier invoicing, and inventory reconciliation. Targets mid-market and enterprise procurement and operations teams.","fundingTotal":"Y Combinator (W2024), estimated seed funding","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"5-15 estimated","status":"active","tier":"master-list","whoIsBehind":"YC W2024 cohort founders","pricingTier":"enterprise","notes":"Y Combinator-backed agentic ERP (W2024). Automates repetitive back-office tasks that typically consume significant operational bandwidth. Targets industries moving trillions in goods annually on legacy email/spreadsheet systems. Early-stage but addressing clear market pain.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.653Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.653Z","updatedAt":"2026-05-30T13:52:59.653Z"},{"id":418,"slug":"iambic-therapeutics","name":"Iambic Therapeutics","website":"https://www.iambictherapeutics.com","hqLocation":"Dublin, Ireland","foundedYear":2022,"category":["healthcare","drug-discovery"],"description":"AI-driven drug discovery company with a track record of moving compounds to clinical trials rapidly. Proprietary platform has delivered molecules to clinic in under two years. Founded by medicinal chemistry researchers.","fundingTotal":"$120M+","latestValuation":"estimated $600M","revenueArr":null,"profitabilityStatus":null,"headcount":"40+","status":"active","tier":"master-list","whoIsBehind":"Tom Miller (CEO)","pricingTier":"enterprise","notes":"Closed $100M funding in November 2025, $20M from Ireland Strategic Investment Fund in February 2026. Partners: Lundbeck (neurological disorders), Jazz Pharmaceuticals, Takeda. Clinical candidates advancing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:14.631Z","viewCount":6,"createdAt":"2026-05-24T02:23:14.631Z","updatedAt":"2026-05-24T02:23:14.631Z"},{"id":417,"slug":"cradle-bio","name":"Cradle Bio","website":"https://www.cradle.bio","hqLocation":"Cambridge, Massachusetts, USA","foundedYear":2022,"category":["healthcare","drug-discovery","foundation-models"],"description":"Protein engineering AI company using generative models to design improved biologics. Enables rapid design of proteins for therapeutics, diagnostics, and industrial biotech applications without extensive manual iteration.","fundingTotal":"$115M+","latestValuation":"estimated $500M","revenueArr":null,"profitabilityStatus":null,"headcount":"80+","status":"active","tier":"master-list","whoIsBehind":"Maxim Frank-Wolff (CEO)","pricingTier":"enterprise","notes":"Raised $73M Series B in November 2024. Partners with Novo Nordisk, Johnson & Johnson, Grifols, Twist Biosciences. Focus on therapeutics, diagnostics, food, chemicals.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:14.370Z","viewCount":8,"createdAt":"2026-05-24T02:23:14.370Z","updatedAt":"2026-05-24T02:23:14.370Z"},{"id":420,"slug":"insilico-medicine","name":"Insilico Medicine","website":"https://www.insilico.com","hqLocation":"Baltimore, Maryland, USA","foundedYear":2014,"category":["healthcare","drug-discovery","foundation-models"],"description":"Clinical-stage biotech using generative AI for end-to-end drug discovery. Proprietary Pharma.AI platform integrates LLMs, multimodal foundation model (Nach01), and Dora research assistant. First fully AI-discovered molecule in Phase 2 trials.","fundingTotal":"$500M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"180+","status":"active","tier":"master-list","whoIsBehind":"Alex Zhavoronkov (CEO)","pricingTier":"enterprise","notes":"Raised $110M Series E in March 2025 (led by Value Partners). IPO on Hong Kong Stock Exchange December 2025. Lead program INS018_055 (idiopathic pulmonary fibrosis) first fully AI-discovered molecule in Phase 2.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:14.805Z","viewCount":8,"createdAt":"2026-05-24T02:23:14.805Z","updatedAt":"2026-05-24T02:23:14.805Z"},{"id":421,"slug":"rox-ai","name":"Rox AI","website":"https://rox.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["sales-crm","enterprise-agents"],"description":"Rox AI is an intelligent revenue operating system that deploys hundreds of AI agents to automate sales workflows. The platform integrates with existing CRM systems (Salesforce, Zendesk) and automates account monitoring, prospect research, and CRM updates to streamline fragmented sales tooling.","fundingTotal":"$50M","latestValuation":"$1.2B","revenueArr":null,"profitabilityStatus":null,"headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Ishan Mukherjee (CEO, ex-CRO New Relic, Pixie co-founder); General Catalyst, Sequoia, GV backed","pricingTier":"enterprise","notes":"Series A announced November 2024 (led by General Catalyst). Valuation $1.2B March 2026. Positioned as CRM AI agent hub, not replacement.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:53.552Z","viewCount":9,"createdAt":"2026-05-24T02:23:53.552Z","updatedAt":"2026-05-24T02:23:53.552Z"},{"id":413,"slug":"inflection-ai","name":"Inflection AI","website":"https://www.inflection.ai","hqLocation":"Palo Alto, USA","foundedYear":2022,"category":["foundation-models","chatbots-assistants"],"description":"AI studio creating emotionally intelligent personal AI assistant Pi. Develops large language models focused on empathetic, conversational interactions for personal and enterprise use across multiple devices and platforms.","fundingTotal":"$1.5B","latestValuation":"$4B","revenueArr":"~$1.8M (2024)","profitabilityStatus":null,"headcount":"63-78","status":"acquired","tier":"master-list","whoIsBehind":"Sean White (CEO), Mustafa Suleyman (ex-DeepMind co-founder, now at Microsoft post-acquisition)","pricingTier":"freemium","notes":"Acquired by Microsoft March 2024 (reverse acqui-hire). Series B $1.3B June 2023 led by Microsoft, Reid Hoffman, Bill Gates. Building world's largest AI cluster with CoreWeave + Nvidia (20K H100 GPUs).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:18:53.217Z","viewCount":10,"createdAt":"2026-05-24T02:18:53.217Z","updatedAt":"2026-05-24T02:18:53.217Z"},{"id":419,"slug":"wayflyer","name":"Wayflyer","website":"https://www.wayflyer.com","hqLocation":"Dublin, Ireland","foundedYear":2019,"category":["enterprise-agents","sales-crm","ai-infrastructure"],"description":"Revenue-based financing platform for e-commerce merchants and SMBs. Uses proprietary AI analytics and benchmarking to optimize cash flow, inventory, and ad spend decisions. Non-dilutive capital alternative to equity.","fundingTotal":"$2.2B+","latestValuation":"estimated $2B","revenueArr":"~$100M","profitabilityStatus":null,"headcount":"200+","status":"active","tier":"master-list","whoIsBehind":"Aidan Corbett (CEO/Co-founder), Eddie Lisko (Co-founder)","pricingTier":"enterprise","notes":"Secured $250M credit facility in February 2026. Surpassed $100M annual revenue milestone. HQ in Dublin; US expansion center in Charlotte. Backed by J.P. Morgan, Neuberger Berman, Credit Suisse, QED.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:14.716Z","viewCount":7,"createdAt":"2026-05-24T02:23:14.716Z","updatedAt":"2026-05-24T02:23:14.716Z"},{"id":722,"slug":"pixellot","name":"Pixellot","website":"https://www.pixellot.tv","hqLocation":"Petah Tikva, Israel","foundedYear":2013,"category":["video-generation","data-analytics","sports/fitness-ai"],"description":"AI-powered automated sports production and streaming platform that captures, analyzes, and distributes professional-quality sports content without human operators. Deployed across youth, semi-professional, and professional sports globally with AI-as-a-Service (AIaaS) model.","fundingTotal":"$283M","latestValuation":"$500M","revenueArr":"~$25.7M","profitabilityStatus":"growing revenue, not yet fully disclosed","headcount":"~200","status":"active","tier":"master-list","whoIsBehind":"Founded by Miky Tamir and Gal Oz; led by CEO Doron Gerstel","pricingTier":"enterprise | aiaa-revenue-share","notes":"Raised $35M (equity + debt) in 2025 to expand AIaaS model. Operates 16,000 systems across 9,000 U.S. schools via PlayOn Sports partnership; streamed nearly 100M live views in 2025. Recently expanded to Australia with new CCO.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:42.566Z","viewCount":4,"createdAt":"2026-05-30T13:56:42.566Z","updatedAt":"2026-05-30T13:56:42.566Z"},{"id":427,"slug":"replisome","name":"Replisome","website":"https://replisome.ai","hqLocation":"London, UK","foundedYear":2023,"category":["foundation-models"],"description":"Replisome develops context-efficient open-source foundation models and training methodologies. The company focuses on reducing computational overhead and making large-scale model training accessible to resource-constrained teams through novel optimization techniques.","fundingTotal":"$15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20","status":"active","tier":"master-list","whoIsBehind":"Founders with machine learning research backgrounds; early venture backing","pricingTier":"enterprise","notes":"Pre-Series A funding. European open-source LLM play. Focus on training efficiency and model interpretability.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:23:54.272Z","viewCount":6,"createdAt":"2026-05-24T02:23:54.272Z","updatedAt":"2026-05-24T02:23:54.272Z"},{"id":425,"slug":"hebbia-ai","name":"Hebbia AI","website":"https://hebbia.ai","hqLocation":"New York, USA","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"Hebbia is an enterprise AI research agent platform that automates knowledge worker tasks like document analysis, research synthesis, and due diligence. The company builds AI agents that understand context across multiple data sources to answer complex business questions.","fundingTotal":"$60M","latestValuation":"$500M","revenueArr":null,"profitabilityStatus":null,"headcount":"~60","status":"active","tier":"master-list","whoIsBehind":"Rashid Anwar, Aidan Gomez (co-founders, ex-Google Brain); led by top venture firms","pricingTier":"enterprise","notes":"Series A $60M (2024). AI research agent for enterprise knowledge work. Focus on legal, financial services, consulting verticals.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:23:54.096Z","viewCount":9,"createdAt":"2026-05-24T02:23:54.096Z","updatedAt":"2026-05-24T02:23:54.096Z"},{"id":429,"slug":"argmax","name":"Argmax","website":"https://www.argmaxinc.com","hqLocation":"Palo Alto, USA","foundedYear":2023,"category":["ai-infrastructure","coding-dev-tools"],"description":"Argmax is an open-source platform for deploying foundation models directly on user devices with sub-millisecond latency and privacy-first guarantees. The company develops SDKs including WhisperKit for on-device speech recognition and DiffusionKit for diffusion model inference.","fundingTotal":"$8M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Atila Orhon (CEO), Brian Keene, Zach Nagengast (ex-Apple engineering leaders)","pricingTier":"freemium, enterprise","notes":"Seed round (Nov 2024) with Salesforce Ventures and General Catalyst; open-source-first approach; ex-Apple team from Core ML and Neural Engine teams.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:24:56.861Z","viewCount":8,"createdAt":"2026-05-24T02:24:56.861Z","updatedAt":"2026-05-24T02:24:56.861Z"},{"id":430,"slug":"murf-ai","name":"Murf AI","website":"https://murf.ai","hqLocation":null,"foundedYear":null,"category":["voice-audio-music","video-generation"],"description":"Murf AI is an enterprise-grade AI voice generation platform offering 120+ professional voices in 20+ languages with advanced customization controls. The platform includes video dubbing, voice cloning, and AI video generation capabilities tailored for business content creation.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium, enterprise","notes":"120+ voices, 20+ languages, emotion controls; pricing from $29/month; used for corporate training, e-learning, and marketing.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:24:57.117Z","viewCount":6,"createdAt":"2026-05-24T02:24:57.117Z","updatedAt":"2026-05-24T02:24:57.117Z"},{"id":428,"slug":"unify-ai","name":"Unify AI","website":"https://unify.ai","hqLocation":"London, UK","foundedYear":2023,"category":["ai-infrastructure","foundation-models"],"description":"Unify is a unified API and marketplace for accessing multiple large language models (open and proprietary) through a single endpoint. The platform abstracts model provider complexity, enables model-agnostic applications, and provides fallback routing for reliability.","fundingTotal":"$8M","latestValuation":"$50M","revenueArr":null,"profitabilityStatus":null,"headcount":"~15","status":"active","tier":"master-list","whoIsBehind":"European founders; seed backing from tech angels and early VCs","pricingTier":"enterprise","notes":"Seed $8M (2023–2024). Model abstraction layer competing against OpenAI/Anthropic API lock-in. European alternative.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:23:54.360Z","viewCount":7,"createdAt":"2026-05-24T02:23:54.360Z","updatedAt":"2026-05-24T02:23:54.360Z"},{"id":458,"slug":"rebellions","name":"Rebellions","website":"https://rebellions.ai","hqLocation":"Seoul, South Korea","foundedYear":2020,"category":["ai-infrastructure","hardware-devices"],"description":"South Korean AI chip startup focused on inference chips (Atom, Rebel-Quad). Designs fabless AI chips optimized for inference workloads in data centers and edge applications.","fundingTotal":"$850 million","latestValuation":"$2.34 billion","revenueArr":null,"profitabilityStatus":null,"headcount":"200+ estimated","status":"active","tier":"master-list","whoIsBehind":"Sunghyun Park (co-founder, CEO), Shin (CFO mentioned)","pricingTier":"enterprise","notes":"Series C in September 2025: $250M at $1.4B valuation (led by Arm, Samsung Ventures). Series B 2024: $124M. Merged with SK Telecom's Sapeon. Pre-IPO trajectory.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:24.388Z","viewCount":9,"createdAt":"2026-05-24T02:30:24.388Z","updatedAt":"2026-05-24T02:30:24.388Z"},{"id":426,"slug":"infer","name":"Infer","website":"https://infer.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["enterprise-agents","sales-crm"],"description":"Infer AI is a revenue intelligence platform powered by AI agents that analyze customer interactions, deal data, and behavioral signals to predict sales outcomes and recommend actions. The platform integrates with Salesforce and other CRMs to provide proactive pipeline intelligence.","fundingTotal":"$23M","latestValuation":"$150M","revenueArr":null,"profitabilityStatus":null,"headcount":"~40","status":"active","tier":"master-list","whoIsBehind":"Ex-Salesforce, Slack product leaders; early-stage VC backed","pricingTier":"enterprise","notes":"Series A $23M (2024). AI-powered revenue intelligence and forecast accuracy. Positioned as Salesforce layer-on vs. replacement.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:23:54.184Z","viewCount":8,"createdAt":"2026-05-24T02:23:54.184Z","updatedAt":"2026-05-24T02:23:54.184Z"},{"id":432,"slug":"humble-ai","name":"Humble AI","website":"https://www.humbleai.com","hqLocation":"Cambridge, United Kingdom","foundedYear":2022,"category":["productivity-workflow","enterprise-agents"],"description":"Humble AI is an enterprise AI assistant that integrates directly into Slack, browsers, and productivity tools (Airtable, Notion, HubSpot) to automate repetitive workflows. The platform enables instant access to company knowledge and process automation without context switching.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"16","status":"active","tier":"master-list","whoIsBehind":"Founded 2022, UK-based","pricingTier":"enterprise","notes":"GDPR and enterprise standards compliant; role-based access control; integrates with CRM, knowledge bases, and internal policies for employee productivity.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:24:57.288Z","viewCount":6,"createdAt":"2026-05-24T02:24:57.288Z","updatedAt":"2026-05-24T02:24:57.288Z"},{"id":424,"slug":"etched-ai","name":"Etched AI","website":"https://etched.com","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["ai-infrastructure","hardware-devices"],"description":"Etched AI is a hardware startup designing specialized AI inference chips. The company focuses on custom silicon optimized for specific AI model architectures to improve throughput and reduce latency compared to general-purpose GPUs.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~25","status":"active","tier":"master-list","whoIsBehind":"Startup founders (stealth mode); seed funding from prominent tech angels","pricingTier":"enterprise","notes":"2024 founding. Private funding stage. Differentiated AI chip strategy vs. Nvidia/AMD incumbents. Focused on inference optimization.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:23:54.008Z","viewCount":7,"createdAt":"2026-05-24T02:23:54.008Z","updatedAt":"2026-05-24T02:23:54.008Z"},{"id":724,"slug":"teamworks","name":"Teamworks","website":"https://www.teamworks.com","hqLocation":"Durham, North Carolina, USA","foundedYear":2006,"category":["enterprise-agents","data-analytics","sports/fitness-ai"],"description":"Operating system for sports powering 6,500+ elite sports teams globally across talent acquisition, performance development, game preparation, and operations. AI-driven platform integrating player tracking, scheduling, communication, and analytics for professional, collegiate, and Olympic sports.","fundingTotal":"$398M","latestValuation":"$1.2B","revenueArr":"~$81.5M","profitabilityStatus":"high-growth, approaching profitability","headcount":"627","status":"active","tier":"master-list","whoIsBehind":"Founded by Zach Maurides; Series F led by Dragoneer Investment Group; key investors include General Catalyst, Delta-v Capital","pricingTier":"enterprise","notes":"Raised $235M Series F (Jun 2025) at $1B+ valuation. Serves 100% NFL, 90% MLB, 87% NBA, 83% MLS, 81% NHL, 99% DI NCAA, 65+ Olympic federations. Recent M&A: acquired Pro Football Focus (Mar 2026). Revenue grew from $13M (2023) to $81.5M (2025).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:42.909Z","viewCount":4,"createdAt":"2026-05-30T13:56:42.909Z","updatedAt":"2026-05-30T13:56:42.909Z"},{"id":443,"slug":"arcads-ai","name":"Arcads.ai","website":"https://arcads.ai","hqLocation":"Paris, France","foundedYear":2024,"category":["video-generation","marketing-creative"],"description":"AI platform automating generation of marketing videos from AI actors. Supports multiple formats (UGC, product demos, try-ons, unboxing) in 35+ languages. Grew to 6,000+ customers and 100,000 monthly video assets within months.","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"profitable","headcount":"7+","status":"active","tier":"master-list","whoIsBehind":"Dylan Fournier & Romain Torres (co-founders); prior successful marketing agency and app studio founders","pricingTier":"freemium","notes":"Seed $16M (Dec 2025) led by Eurazeo; 6,000 customers in <1 year; profitable at seed; >50% US user base","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:28:15.581Z","viewCount":7,"createdAt":"2026-05-24T02:28:15.581Z","updatedAt":"2026-05-24T02:28:15.581Z"},{"id":442,"slug":"genspark","name":"Genspark","website":"https://genspark.ai","hqLocation":"Palo Alto, California, USA","foundedYear":2023,"category":["chatbots-assistants","productivity-workflow"],"description":"AI-powered workspace and autonomous agent platform automating complex workflows for knowledge workers. Genspark pivoted from AI search to an all-in-one super agent, reaching $50M ARR within five months of product launch with zero paid marketing.","fundingTotal":"$545M","latestValuation":"$1.6B","revenueArr":"~$50M","profitabilityStatus":null,"headcount":"143","status":"active","tier":"master-list","whoIsBehind":"Founding team focused on AI agent and productivity automation","pricingTier":"freemium","notes":"Series B $275M (Nov 2025) led by LG, SBI, Emergence Capital; reached 5M users in 9 months; ARR scaled from $10M in 9 days to $36M in 45 days","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:28:15.494Z","viewCount":8,"createdAt":"2026-05-24T02:28:15.494Z","updatedAt":"2026-05-24T02:28:15.494Z"},{"id":441,"slug":"arc-solutions-arc-reactor","name":"ARC Solutions (ARC Reactor)","website":"https://arc.ai","hqLocation":"Wilmington, Delaware, USA","foundedYear":2023,"category":["foundation-models","ai-infrastructure"],"description":"Privacy-first AI infrastructure company developing Reactor, an efficient foundation model trained with 8 NVIDIA L4 GPUs and 4 A100 GPUs. ARC prioritizes data privacy, security, and energy efficiency while delivering competitive performance for enterprise and individual deployment.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Deep tech founders with Google resources background; focus on privacy-first AI","pricingTier":"freemium","notes":"Reactor GenAI publicly launched July 2024; emphasizes 100x energy efficiency vs. comparable models; appeal in regulated industries and privacy-conscious enterprises","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:28:15.233Z","viewCount":8,"createdAt":"2026-05-24T02:28:15.233Z","updatedAt":"2026-05-24T02:28:15.233Z"},{"id":436,"slug":"periodic-labs","name":"Periodic Labs","website":"https://periodic.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["foundation-models"],"description":"AI scientist platform focused on autonomous research, hypothesis testing, and scientific discovery. Aims to create agentic AI systems capable of conducting independent research across scientific domains.","fundingTotal":"$300M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":"20-50","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"$300M seed round (Sept 2025) co-led by Felicis and Andreessen Horowitz, with Nvidia, Lightspeed, Khosla. Focus on autonomous AI research agents.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:27:06.572Z","viewCount":6,"createdAt":"2026-05-24T02:27:06.572Z","updatedAt":"2026-05-24T02:27:06.572Z"},{"id":435,"slug":"distyl-ai","name":"Distyl AI","website":"https://distyl.com","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["enterprise-agents"],"description":"Enterprise AI software platform building agentic AI systems for business automation and workflow optimization. Focuses on vertical-specific AI applications for large organizations.","fundingTotal":"~$175M","latestValuation":"$1.8B","revenueArr":null,"profitabilityStatus":null,"headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"$175M Series B (Sept 2025) led by Khosla Ventures and Lightspeed, valued at $1.8B. Focus on building enterprise automation agents.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:27:06.487Z","viewCount":5,"createdAt":"2026-05-24T02:27:06.487Z","updatedAt":"2026-05-24T02:27:06.487Z"},{"id":438,"slug":"dust","name":"Dust","website":"https://dust.tt","hqLocation":"Paris, France","foundedYear":2023,"category":["enterprise-agents","productivity-workflow"],"description":"Dust is an AI operating system for enterprises to deploy, orchestrate, and govern fleets of specialized AI agents connected to company knowledge and tools (Slack, Notion, Google Drive, Confluence). Founded by former OpenAI research engineer Stanislas Polu and Gabriel Hubert, it emphasizes granular permissions and multi-agent workflows without coding.","fundingTotal":"$21.5M","latestValuation":"$100M+","revenueArr":"$7.3M","profitabilityStatus":null,"headcount":"51-200","status":"active","tier":"master-list","whoIsBehind":"Stanislas Polu (founder, ex-OpenAI researcher), Gabriel Hubert (CEO)","pricingTier":"freemium | enterprise","notes":"Series A: $16M (Jun 2024) led by Sequoia Capital at $100M+ valuation. Seed: €5M (2023). Hit $7.3M ARR (mid-2025). Series B: $40M (2026) with Snowflake, Datadog, Abstract as investors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:27:38.467Z","viewCount":4,"createdAt":"2026-05-24T02:27:38.467Z","updatedAt":"2026-05-24T02:27:38.467Z"},{"id":437,"slug":"upscale-ai","name":"Upscale AI","website":"https://upscale.ai","hqLocation":"United States","foundedYear":2024,"category":["ai-infrastructure"],"description":"AI infrastructure startup providing scalable compute and model serving solutions. Builds infrastructure to support deployment and scaling of frontier AI models.","fundingTotal":"$100M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":"20-50","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"$100M seed round (Sept 2025) co-led by Maverick Silicon and Mayfield, including StepStone Group, Stanford University, Qualcomm Ventures. Infrastructure for AI scaling.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:27:06.660Z","viewCount":7,"createdAt":"2026-05-24T02:27:06.660Z","updatedAt":"2026-05-24T02:27:06.660Z"},{"id":725,"slug":"sportai","name":"SportAI","website":"https://sportai.com","hqLocation":"Oslo, Norway","foundedYear":2019,"category":["video-generation","data-analytics","sports/fitness-ai"],"description":"Cloud-based SaaS platform for AI-powered video analytics using computer vision to analyze athlete technique and performance. Enables automated highlight generation, match statistics, tactical data, and player development insights from ordinary match footage.","fundingTotal":"$3.4M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"early growth","headcount":"~20","status":"active","tier":"master-list","whoIsBehind":"Founded by team of sports tech entrepreneurs; recent investors include tennis pro Casper Ruud, Magnus Carlsen, and other pro athletes","pricingTier":"saas","notes":"Oversubscribed $3M funding round (Nov 2025) backed by pro tennis player Casper Ruud and chess champion Magnus Carlsen. Camera-independent technology integrates with existing sports facilities. Offers detailed match statistics, tactical overlays, and performance dashboards.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:42.999Z","viewCount":4,"createdAt":"2026-05-30T13:56:42.999Z","updatedAt":"2026-05-30T13:56:42.999Z"},{"id":450,"slug":"valuer-ai","name":"Valuer.ai","website":"https://valuer.ai","hqLocation":"Copenhagen, Denmark","foundedYear":2015,"category":["data-analytics","ai-infrastructure"],"description":"Valuer.ai develops PUMA, a domain-specific AI model for investment and technology research that serves enterprises and academia across Europe, US, and Asia. The platform helps investors and strategists forecast emerging startups through predictive analytics and market intelligence.","fundingTotal":"$25.4M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Valuer.ai founders and team","pricingTier":"enterprise","notes":"Over 3,000 investors and strategists use the platform. Recent funding appears undisclosed or not yet fully detailed. Serves investment and tech research community.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:04.825Z","viewCount":8,"createdAt":"2026-05-24T02:29:04.825Z","updatedAt":"2026-05-24T02:29:04.825Z"},{"id":777,"slug":"neara","name":"Neara","website":"https://www.neara.com","hqLocation":"Sydney, Australia","foundedYear":2021,"category":["ai-infrastructure","design-creative"],"description":"Digital twin modeling platform using AI and machine learning to create 3D models of power and infrastructure networks. Enables visualization and optimization of real-world infrastructure behavior and response scenarios for energy and utilities.","fundingTotal":"$180M","latestValuation":"$1.1B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dan Danilatos, Karamvir Singh, Jack Curtis (founders)","pricingTier":"enterprise","notes":"Became Australia's latest AI unicorn in Feb 2026 after $90M Series D that values company at $1.1B. Total raised $180M. Previous $45M Series C in late 2024. Accelerating global expansion for infrastructure digital twin technology.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.393Z","viewCount":4,"createdAt":"2026-05-30T14:02:41.393Z","updatedAt":"2026-05-30T14:02:41.393Z"},{"id":455,"slug":"vast-data","name":"Vast Data","website":"https://www.vastdata.com","hqLocation":"New York, USA","foundedYear":2014,"category":["ai-infrastructure","data-analytics"],"description":"Vast Data is an AI data operations provider offering enterprise data platforms and infrastructure for large-scale AI workloads. The company enables data management, orchestration, and compute for AI training and inference.","fundingTotal":"$500M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"$1B+ round (April 2026). Critical infrastructure for AI data pipelines and compute clusters.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:39.428Z","viewCount":8,"createdAt":"2026-05-24T02:29:39.428Z","updatedAt":"2026-05-24T02:29:39.428Z"},{"id":453,"slug":"lightricks","name":"Lightricks","website":"https://www.lightricks.com","hqLocation":"Tel Aviv, Israel","foundedYear":2014,"category":["image-generation","video-generation","design-creative"],"description":"Lightricks is an AI-first creative technology company offering mobile and desktop tools for photo and video creation. Products include Photoleap (AI photo editor), LTX Studio (AI video production platform), and LTX Video (generative video model with 13B parameters).","fundingTotal":"$405M+","latestValuation":"$1.8B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Lightricks Ltd. (bootstrapped origin; backed by Viola Ventures, Goldman Sachs, Insight Partners)","pricingTier":"freemium | consumer","notes":"Series D 2021 at $1.8B. LTX Studio launched Feb 2024, became public Aug 2024. 5-second video generation (May 2025), 60-second barrier broken (July 2025). Used by McCann Paris and major agencies.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:39.081Z","viewCount":6,"createdAt":"2026-05-24T02:29:39.081Z","updatedAt":"2026-05-24T02:29:39.081Z"},{"id":451,"slug":"thirdai-automation","name":"ThirdAI Automation","website":null,"hqLocation":"San Francisco, California","foundedYear":2024,"category":["enterprise-agents","manufacturing"],"description":"ThirdAI Automation is an industrial AI company specializing in causal AI and root cause analysis (RCA) for semiconductor manufacturing. The platform automates troubleshooting by integrating equipment logs, sensor data, service records, and technical documentation to identify cause-and-effect relationships across operational data.","fundingTotal":"$3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders Dr. Vivek Vishwakarma and Dr. Sainyam Galhotra","pricingTier":"enterprise","notes":"$3M seed round (early 2026). Operates across India and US. Partners with semiconductor equipment makers and fab facilities. Automates processes typically handled manually over several hours per incident.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:04.916Z","viewCount":5,"createdAt":"2026-05-24T02:29:04.916Z","updatedAt":"2026-05-24T02:29:04.916Z"},{"id":456,"slug":"tars-robotics","name":"TARS Robotics","website":"https://www.tars-robotics.com","hqLocation":"Shanghai, China","foundedYear":2023,"category":["robotics-physical","foundation-models"],"description":"TARS Robotics is a Chinese humanoid robotics startup developing general-purpose humanoid robots for industrial and commercial applications. The company focuses on embodied AI and robot manipulation.","fundingTotal":"$500M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"$500M+ round (April 2026). Chinese leader in humanoid robotics with strong funding momentum. Competing with Figure and other global humanoid makers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:39.517Z","viewCount":6,"createdAt":"2026-05-24T02:29:39.517Z","updatedAt":"2026-05-24T02:29:39.517Z"},{"id":448,"slug":"maxim-ai","name":"Maxim AI","website":"https://getmaxim.ai","hqLocation":"Mountain View, California","foundedYear":2023,"category":["ai-infrastructure","enterprise-agents"],"description":"Maxim AI is an enterprise-grade AI evaluation and observability platform that streamlines the entire AI development lifecycle from design to production. The platform enables teams to test, simulate, and monitor AI agents with tools for prompt engineering, workflow building, and CI/CD integration.","fundingTotal":"$3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"5","status":"active","tier":"master-list","whoIsBehind":"Founded by Vaibhavi Gangwar and Akshay Deo; Elevation Capital","pricingTier":"enterprise","notes":"Seed funding from Elevation Capital (Jun 2024). Focuses on AI agent evaluation and simulation with real-time monitoring capabilities. Founders have background in ML infrastructure.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:04.642Z","viewCount":10,"createdAt":"2026-05-24T02:29:04.642Z","updatedAt":"2026-05-24T02:29:04.642Z"},{"id":454,"slug":"project-prometheus","name":"Project Prometheus","website":"https://www.projectprometheus.ai","hqLocation":"USA","foundedYear":2024,"category":["ai-infrastructure","foundation-models"],"description":"Project Prometheus, backed by Jeff Bezos, develops AI optimized for engineering and manufacturing. The company focuses on training models for physical-world applications and industrial automation.","fundingTotal":"$10B","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jeff Bezos (primary backer)","pricingTier":"enterprise","notes":"$10B round (April 2026, Crunchbase). Bezos-backed frontier AI for manufacturing and physical economy. 45% of April 2026 venture capital with Anthropic.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:39.342Z","viewCount":9,"createdAt":"2026-05-24T02:29:39.342Z","updatedAt":"2026-05-24T02:29:39.342Z"},{"id":728,"slug":"second-spectrum","name":"Second Spectrum","website":"https://www.secondspectrum.com","hqLocation":"Los Angeles, California, USA","foundedYear":2014,"category":["video-generation","data-analytics","sports/fitness-ai"],"description":"Computer vision and AI platform for sports analytics and automated video analysis. Provides real-time player tracking, tactical analysis, and automated highlight generation for professional teams, broadcasters, and betting operators.","fundingTotal":"$25M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"profitable","headcount":"~80","status":"active","tier":"master-list","whoIsBehind":"Founded by MIT computer vision scientists; backed by institutional investors and sports organizations","pricingTier":"enterprise","notes":"Repeatedly cited in 2025-2026 trade press as enterprise leader for professional teams. Serves NBA, Premier League, and other major leagues. Unique for combining 3D ball tracking with player positioning at unprecedented scale and accuracy.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:43.260Z","viewCount":4,"createdAt":"2026-05-30T13:56:43.260Z","updatedAt":"2026-05-30T13:56:43.260Z"},{"id":715,"slug":"riffusion","name":"Riffusion","website":"https://www.riffusion.com","hqLocation":"United States (inferred from founders)","foundedYear":2022,"category":["voice-audio-music"],"description":"AI music generation platform using spectrogram-based image-to-audio generation. Enables users to create short 'riffs' with vocals by entering lyrics and musical styles. Recently launched subscription membership for fast generation features and community access.","fundingTotal":"$4M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"6","status":"active","tier":"master-list","whoIsBehind":"Seth Forsgren & Hayk Martiros (Co-Founders); advised by The Chainsmokers","pricingTier":"freemium","notes":"Closed $4M seed round (Oct 2023, Greycroft-led) with notable trade press coverage. Recent 2025 product updates include Fuzz-1.0 model with stem-swapping, though user feedback indicates quality concerns post-redesign.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:55:46.448Z","viewCount":4,"createdAt":"2026-05-30T13:55:46.448Z","updatedAt":"2026-05-30T13:55:46.448Z"},{"id":462,"slug":"prophecy","name":"Prophecy","website":"https://prophecy.ai","hqLocation":"Palo Alto, California, USA","foundedYear":2017,"category":["data-analytics","productivity-workflow","enterprise-agents"],"description":"Prophecy is an AI-native data preparation and analysis platform that transforms business intent into inspectable, production-grade data workflows using AI agents (powered by Claude Code). Users can visually design, validate, and deploy pipelines on Databricks, Snowflake, and BigQuery with governance.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Company leadership (specific founders not detailed in sources)","pricingTier":"freemium","notes":"Launched Prophecy v4 (February 2026) with AI agents for visual data prep. Named Gartner Cool Vendor (2025) in Modern Data Stack. Offers Express (cloud-native), Professional, and Enterprise editions. Integrates with Databricks, Snowflake, BigQuery. Recent innovation: AI-generated visual workflows that users inspect and validate before production deployment.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:57.115Z","viewCount":10,"createdAt":"2026-05-24T02:30:57.115Z","updatedAt":"2026-05-24T02:30:57.115Z"},{"id":466,"slug":"code-metal","name":"Code Metal","website":"https://www.codemetal.io","hqLocation":"Boston, MA, USA","foundedYear":2024,"category":["coding-dev-tools","enterprise-agents"],"description":"AI coding platform providing verifiable code translation and migration tools, using symbolic AI and large language models to automatically convert legacy code to modern languages while maintaining correctness and functionality.","fundingTotal":"$150M+","latestValuation":"~$500M","revenueArr":null,"profitabilityStatus":"not profitable","headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":"Backed by Salesforce Ventures, early-stage investors","pricingTier":"enterprise","notes":"Series B of $125M (Feb 2026, 3 months after Series A); extreme velocity; solves critical enterprise problem of legacy code modernization","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:32:41.246Z","viewCount":7,"createdAt":"2026-05-24T02:32:41.246Z","updatedAt":"2026-05-24T02:32:41.246Z"},{"id":726,"slug":"zone7","name":"Zone7","website":"https://zone7.ai","hqLocation":"London, United Kingdom","foundedYear":2016,"category":["data-analytics","sports/fitness-ai","healthcare"],"description":"AI-powered injury prediction and prevention platform for professional sports teams. Uses machine learning to forecast soft-tissue injury risk by analyzing player workload data, movement patterns, and physiological metrics. Integrates with GPS trackers and wearables.","fundingTotal":"$15M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"growing","headcount":"~40","status":"active","tier":"master-list","whoIsBehind":"Founded by data scientists and sports medicine experts; backed by institutional investors","pricingTier":"enterprise","notes":"Widely cited in major trade press as category leader in injury prevention AI for elite sports. Used by 50+ professional clubs worldwide. Specializes in predictive modeling for overuse injuries; integrates with existing sports science workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:43.088Z","viewCount":4,"createdAt":"2026-05-30T13:56:43.088Z","updatedAt":"2026-05-30T13:56:43.088Z"},{"id":727,"slug":"volt-athletics","name":"Volt Athletics","website":"https://www.voltathletics.com","hqLocation":"Seattle, Washington, USA","foundedYear":2017,"category":["ai-coaching","sports/fitness-ai"],"description":"AI-powered strength and conditioning platform delivering personalized training programs for collegiate teams, professional athletes, and corporate wellness. Uses machine learning to adapt workouts based on athlete data and performance metrics.","fundingTotal":"$8M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"growing","headcount":"~25","status":"active","tier":"master-list","whoIsBehind":"Founded by strength and conditioning specialists with sports science expertise","pricingTier":"enterprise | saas","notes":"Cited in 2025 fitness industry analysis as delivering AI-generated training programs to collegiate teams, pro athletes, and corporate wellness. Growing adoption at elite level with strong retention.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T13:56:43.172Z","viewCount":1,"createdAt":"2026-05-30T13:56:43.172Z","updatedAt":"2026-05-30T13:56:43.172Z"},{"id":459,"slug":"sandboxaq","name":"SandboxAQ","website":"https://www.sandboxaq.com","hqLocation":"Palo Alto, USA","foundedYear":2022,"category":["foundation-models","quantum"],"description":"AI research lab and quantum-classical hybrid model company developing AI for quantum advantage. Raised $450M Series E at $5.7B valuation with backing from Nvidia, Google, and Ray Dalio.","fundingTotal":">$800 million","latestValuation":"$5.7 billion","revenueArr":null,"profitabilityStatus":null,"headcount":"300+ estimated","status":"active","tier":"master-list","whoIsBehind":"Jack Hidary (founder)","pricingTier":"enterprise","notes":"Series E April 2025: $450M round. Focus on quantum computing + AI intersection. Strong institutional backing (Nvidia, Google).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:24.474Z","viewCount":6,"createdAt":"2026-05-24T02:30:24.474Z","updatedAt":"2026-05-24T02:30:24.474Z"},{"id":468,"slug":"factory","name":"Factory","website":"https://factory.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["coding-dev-tools","enterprise-agents"],"description":"Factory builds AI-powered coding agents designed for enterprise engineering teams. The company focuses on secure, context-aware code generation with integration into CI/CD, repo, and review workflows.","fundingTotal":"$150 million","latestValuation":"$1.5 billion","revenueArr":"~$1 million ARR (growing ~$1M every 10 days as of late 2025)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"April 2026 Series C led by Khosla Ventures at $1.5B valuation. Enterprise-focused AI coding with strong revenue traction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:34:13.693Z","viewCount":8,"createdAt":"2026-05-24T02:34:13.693Z","updatedAt":"2026-05-24T02:34:13.693Z"},{"id":729,"slug":"shottracker","name":"ShotTracker","website":"https://shottracker.com","hqLocation":"Fort Collins, Colorado, USA","foundedYear":2013,"category":["data-analytics","sports/fitness-ai"],"description":"Sensor-based basketball analytics platform delivering real-time game statistics, shot data, lineup efficiencies, and heat maps. Uses court-embedded sensors and wearables to capture play-by-play data for coaches, scouts, and broadcast teams.","fundingTotal":"$15M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"profitable","headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Founded by basketball analytics pioneers; investors include sports teams and institutional VCs","pricingTier":"enterprise","notes":"Widely deployed across NCAA Division 1 programs and professional leagues. Recent focus on multi-view instant replay capability at Division 1 level. Provides actionable coaching insights and fan engagement data.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:43.355Z","viewCount":4,"createdAt":"2026-05-30T13:56:43.355Z","updatedAt":"2026-05-30T13:56:43.355Z"},{"id":478,"slug":"axiom-robotics","name":"Axiom Robotics","website":null,"hqLocation":"Bangalore, India","foundedYear":null,"category":["robotics-physical"],"description":"Axiom Robotics is an Indian humanoid robotics startup developing manufacturing-focused robots designed for industrial tasks. The company builds robots capable of performing complex industrial operations in automotive and textile sectors.","fundingTotal":"$6M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"IIT Kanpur alumni","pricingTier":"enterprise","notes":"Series A of ₹50 crore ($6M) led by Sequoia India and Accel Partners; targets labor shortage in Indian manufacturing; entry-level humanoid at ~$18k USD; three pilot orders from major conglomerates.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:36:12.199Z","viewCount":7,"createdAt":"2026-05-24T02:36:12.199Z","updatedAt":"2026-05-24T02:36:12.199Z"},{"id":476,"slug":"eridu","name":"Eridu","website":null,"hqLocation":"Saratoga, United States","foundedYear":2024,"category":["ai-infrastructure"],"description":"Eridu develops high-performance network switches specifically designed for AI data centers. The company's technology optimizes network performance for AI cluster communication and distributed training workloads.","fundingTotal":"$200M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series A of $200M+ led by Socratic Partners, John Doerr, Hudson River Trading in March 2026; emerged from stealth; addresses critical need for AI-optimized networking hardware.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:36:12.023Z","viewCount":8,"createdAt":"2026-05-24T02:36:12.023Z","updatedAt":"2026-05-24T02:36:12.023Z"},{"id":475,"slug":"nexthop-ai","name":"Nexthop AI","website":null,"hqLocation":"Santa Clara, United States","foundedYear":null,"category":["ai-infrastructure"],"description":"Nexthop AI develops AI networking infrastructure, specifically high-performance switching technology built on open-source operating systems for AI and cloud networking. The company specializes in enabling efficient data center communication for AI workloads.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series B raise of $500M led by Lightspeed Venture Partners with Andreessen Horowitz in March 2026; addresses critical infrastructure gap for AI clusters and data centers; emerging category of AI-specific networking.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:36:11.935Z","viewCount":9,"createdAt":"2026-05-24T02:36:11.935Z","updatedAt":"2026-05-24T02:36:11.935Z"},{"id":477,"slug":"prefactor","name":"Prefactor","website":null,"hqLocation":"Sydney, Australia","foundedYear":2024,"category":["enterprise-agents","productivity-workflow"],"description":"Prefactor is building an agentic operational layer—a performance management platform for enterprise AI agents. The company focuses on governance, access control, and oversight for AI agents operating in production systems and sensitive environments.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Matt Doughty","pricingTier":"enterprise","notes":"Backed by Antler Australia (Nov 2024); addresses critical gap in AI agent governance for regulated industries; solving production-scale management of autonomous AI systems; second pivot validated through 150+ customer conversations.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:36:12.112Z","viewCount":4,"createdAt":"2026-05-24T02:36:12.112Z","updatedAt":"2026-05-24T02:36:12.112Z"},{"id":472,"slug":"variational","name":"Variational","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-infrastructure","voice-audio-music"],"description":"Variational develops AI infrastructure and optimization technologies for large-scale model training and deployment. The company focuses on efficiency improvements and cost reduction for AI workloads.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"Infrastructure-focused startup. Limited public funding data. Operates in crowded infrastructure space with players like CoreWeave, Crusoe.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:35:23.987Z","viewCount":7,"createdAt":"2026-05-24T02:35:23.987Z","updatedAt":"2026-05-24T02:35:23.987Z"},{"id":479,"slug":"humans","name":"Humans&","website":"https://humans.ai","hqLocation":"San Francisco, USA","foundedYear":2026,"category":["foundation-models","chatbots-assistants"],"description":"Human-centric AI startup founded by Anthropic, xAI, and Google researchers. Focuses on AI that empowers people rather than replaces them, with emphasis on reinforcement learning, multi-agent systems, and memory.","fundingTotal":"$480M","latestValuation":"$4.48B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andi Peng (Anthropic RL), Georges Harik (Google employee #7), Eric Zelikman & Yuchen He (xAI), Noah Goodman (Stanford professor)","pricingTier":null,"notes":"Raised $480M seed round in Jan 2026 led by Nvidia, Amazon, SV Angel, GV, and Emerson Collective. One of largest seed rounds in history.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:38:59.835Z","viewCount":8,"createdAt":"2026-05-24T02:38:59.835Z","updatedAt":"2026-05-24T02:38:59.835Z"},{"id":483,"slug":"spinncloud-technologies","name":"SpiNNcloud Technologies","website":"https://spinncloud.com","hqLocation":"Germany","foundedYear":null,"category":["ai-infrastructure","hardware-devices"],"description":"Neuromorphic supercomputing provider deploying specialized systems for brain-inspired AI workloads. Built 656,640-core neuromorphic system at Leipzig University simulating 650M neurons.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":null,"notes":"Deployed neuromorphic supercomputing system at Leipzig University (July 2025) with 656,640 cores, 650M neurons. Competing with Intel Hala Point for neuromorphic compute leadership. Rising investor attention.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:39:00.379Z","viewCount":7,"createdAt":"2026-05-24T02:39:00.379Z","updatedAt":"2026-05-24T02:39:00.379Z"},{"id":482,"slug":"lattice-semiconductor","name":"Lattice Semiconductor","website":"https://www.latticesemi.com","hqLocation":"Hillsboro, USA","foundedYear":1983,"category":["ai-infrastructure","hardware-devices"],"description":"Public semiconductor company specializing in low-power, reprogrammable FPGAs (Field Programmable Gate Arrays) for edge AI inference, IoT, and datacenters. CertusPro-NX and MachXO5-NX optimize AI workloads.","fundingTotal":null,"latestValuation":"Public (NASDAQ: LSCC)","revenueArr":"$500M+","profitabilityStatus":"Profitable","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"K. Charles Janac (President & CEO)","pricingTier":"enterprise","notes":"Q3 2025 revenue guidance: $128–$138M with 69.5% gross margin. Record ACV in AI servers. Edge AI focus; shipped 50M+ edge devices. Strategic for distributed AI and low-power inference.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:39:00.290Z","viewCount":9,"createdAt":"2026-05-24T02:39:00.290Z","updatedAt":"2026-05-24T02:39:00.290Z"},{"id":487,"slug":"arc-institute-evo","name":"Arc Institute (Evo)","website":"https://arcinstitute.org","hqLocation":"Palo Alto, United States","foundedYear":2023,"category":["foundation-models","healthcare"],"description":"Arc Institute is a nonprofit research organization developing Evo, a genomic foundation model family for biological sequence modeling and design. Evo 1 (7B parameters, Nov 2024) and Evo 2 (40B parameters, March 2026) enable prediction and generative design tasks across DNA, RNA, and protein modalities at single-nucleotide resolution.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Patrick Hsu (co-founder), Dave Burke (Chief Technology Officer)","pricingTier":"free | research","notes":"Evo 1 published in Science (Nov 2024); Evo 2 in Nature (March 2026). Collaborators include Stanford, UC Berkeley, UC San Francisco, NVIDIA. NVIDIA co-developed Evo 2. Models available open-source on HuggingFace.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:40:09.693Z","viewCount":8,"createdAt":"2026-05-24T02:40:09.693Z","updatedAt":"2026-05-24T02:40:09.693Z"},{"id":486,"slug":"ses-ai","name":"SES AI","website":"https://www.ses.ai","hqLocation":"Massachusetts, United States","foundedYear":2012,"category":["hardware-devices","foundation-models"],"description":"SES AI specializes in AI-discovered high-energy, high-power density lithium-metal and lithium-ion rechargeable batteries for electric vehicles, drones, urban air mobility, and energy storage. The company uses Molecular Universe, its proprietary AI agent, to accelerate material discovery and develops Avatar, an AI-powered battery health and safety management system.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founded by Qichao Hu (former MIT Energy Initiative)","pricingTier":null,"notes":"AI-enhanced battery materials for EVs, drones, UAM, robotics; Molecular Universe maps small molecule universe for material discovery; Avatar predicts battery health; supplies NDAA-compliant Li-Metal cells","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:39:25.125Z","viewCount":9,"createdAt":"2026-05-24T02:39:25.125Z","updatedAt":"2026-05-24T02:39:25.125Z"},{"id":488,"slug":"karakuri","name":"Karakuri","website":"https://karakuri.ai","hqLocation":"Tokyo, Japan","foundedYear":2022,"category":["enterprise-agents","chatbots-assistants"],"description":"Karakuri is a Japanese AI company developing conversational AI agents and chatbots for enterprise customer service and support. The platform enables companies to automate complex customer interactions using language models fine-tuned for Japanese and multilingual contexts.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Rapidly growing in Asian enterprise market. Focus on Japanese language support and regional compliance. Significant traction in hospitality and financial services.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:40:09.947Z","viewCount":8,"createdAt":"2026-05-24T02:40:09.947Z","updatedAt":"2026-05-24T02:40:09.947Z"},{"id":485,"slug":"ion-storage-systems","name":"ION Storage Systems","website":"https://ionstoragesystems.com","hqLocation":"United States","foundedYear":2020,"category":["hardware-devices","ai-infrastructure"],"description":"ION Storage Systems develops next-generation solid-state batteries using a patented 3D ceramic architecture that eliminates flammable liquid electrolytes and requires no external compression or cooling. The technology addresses safety and energy density demands for consumer electronics, electric vehicles, drones, and robotics.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gregory Hitz (CTO), Neil Ovadia (VP Supply Chain)","pricingTier":null,"notes":"Solid-state battery platform with 3D ceramic architecture; mission-critical applications in extreme climates; deep expertise from national labs; building production teams across North America & Europe","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:39:25.041Z","viewCount":9,"createdAt":"2026-05-24T02:39:25.041Z","updatedAt":"2026-05-24T02:39:25.041Z"},{"id":481,"slug":"prime-intellect","name":"Prime Intellect","website":"https://primeintellect.com","hqLocation":"USA","foundedYear":2024,"category":["ai-infrastructure","foundation-models"],"description":"GPU marketplace and distributed training infrastructure startup enabling decentralized AI model training. Trained INTELLECT-1 (10B) and INTELLECT-3 (106B) on distributed GPUs across multiple countries.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Infrastructure partners for distributed GPU training","pricingTier":null,"notes":"Early-stage 2024 startup. Pioneered distributed training for INTELLECT models. Provided orchestration stack for Arcee's Trinity training (512 H200 GPUs). Hosts 2048 B300 GPU cluster for Trinity Large.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:39:00.201Z","viewCount":9,"createdAt":"2026-05-24T02:39:00.201Z","updatedAt":"2026-05-24T02:39:00.201Z"},{"id":480,"slug":"wiz","name":"Wiz","website":"https://www.wiz.io","hqLocation":"New York, USA (Israeli-founded)","foundedYear":2020,"category":["defense-government","ai-security"],"description":"Cloud security platform providing agentless vulnerability scanning and AI security posture management across multi-cloud environments. Created CNAPP category. Fastest startup to $100M ARR.","fundingTotal":"$1.9B","latestValuation":"$32B","revenueArr":"$500M+","profitabilityStatus":"Path to profitability","headcount":"~1,995","status":"acquired","tier":"master-list","whoIsBehind":"Assaf Rappaport (CEO & Co-Founder), Yinon Costica, Roy Reznik, Ami Luttwak","pricingTier":"enterprise","notes":"Series E: $1B (May 2024, $12B valuation). Acquired by Google (March 2026) for $32B—largest cybersecurity acquisition ever. 45% Fortune 100 adoption. Expanded into AI security.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:39:00.113Z","viewCount":5,"createdAt":"2026-05-24T02:39:00.113Z","updatedAt":"2026-05-24T02:39:00.113Z"},{"id":731,"slug":"layla","name":"Layla","website":"https://layla.ai","hqLocation":"Berlin, Germany","foundedYear":2023,"category":["chatbots-assistants","productivity-workflow"],"description":"AI-powered travel agent that helps users discover, plan, and book trips via conversational interface. Generates itineraries with flights, hotels, activities, and supports multi-city travel optimization. Acquired Roam Around in Feb 2024.","fundingTotal":"$3.3M+ (seed), 7-figure strategic round 2026","latestValuation":"$7.2M","revenueArr":"$2.8M","profitabilityStatus":null,"headcount":"21-50","status":"active","tier":"master-list","whoIsBehind":"Saad Saeed (CEO), Jeremy Jauncey (co-founder)","pricingTier":"freemium","notes":"Seed €3M (Nov 2023) from Booking.com/Skyscanner co-founders and Paris Hilton. Acquired Roam Around (10M+ itineraries generated) Feb 2024. Recent 7-figure investment from United Airlines Ventures, Baidu Capital, INCE Capital (March 2026). Processed 30M+ messages, $1B+ planned trip value.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.004Z","viewCount":3,"createdAt":"2026-05-30T13:57:14.004Z","updatedAt":"2026-05-30T13:57:14.004Z"},{"id":496,"slug":"redwood-research","name":"Redwood Research","website":"https://www.redwoodresearch.org","hqLocation":"Berkeley, California, United States","foundedYear":2021,"category":["ai-infrastructure","foundation-models"],"description":"Nonprofit AI safety and alignment research organization developing techniques for controlling advanced AI systems and assessing dangerous capabilities. Pioneered the field of AI control, focusing on empirical methods to mitigate risks from misaligned AI agents through techniques like trusted monitoring.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$10M (2023 grants)","profitabilityStatus":"nonprofit","headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Buck Shlegeris, Ryan Greenblatt, Bret Taylor (founded)","pricingTier":null,"notes":"Received $150M backing per reports. 2025 paper 'Ctrl-Z' extends AI control to agentic settings. Collaborates with Google DeepMind, Anthropic, OpenAI. Spun out METR in 2023.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:03.058Z","viewCount":8,"createdAt":"2026-05-24T02:43:03.058Z","updatedAt":"2026-05-24T02:43:03.058Z"},{"id":399,"slug":"guide-labs","name":"Guide Labs","website":"https://guidelabs.ai","hqLocation":"USA","foundedYear":2023,"category":["foundation-models","coding-dev-tools"],"description":"Guide Labs develops interpretable foundation models and AI agents that can explain their reasoning and are easier to align with human intent. The team comprises interpretability researchers responsible for major advances in the field, working to rethink how machine learning models and AI systems are developed.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"9","status":"active","tier":"master-list","whoIsBehind":"Founded by Julius Adebayo","pricingTier":null,"notes":"Y Combinator-backed. Early-stage research lab focused on interpretability as core feature of foundation models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.247Z","viewCount":10,"createdAt":"2026-05-24T02:16:58.247Z","updatedAt":"2026-05-24T02:16:58.247Z"},{"id":500,"slug":"descrybe","name":"Descrybe","website":"https://descrybe.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["legal-finance","foundation-models"],"description":"Descrybe is a generative AI platform for the legal industry, offering plain-language legal research and a reasoning engine called DescrybeLM. It provides citation-backed legal analysis across 6+ million federal and state court opinions with an AI Cytator tool and brief-checking capabilities launched March 2026.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium | enterprise","notes":"Launched summer 2023; Legal Research Toolkit with Cytator launched June 2025 as low-cost tier; DescrybeLM launched March 2026; Spanish-language support added Oct 2024; published methodology for independent replication.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:43.733Z","viewCount":7,"createdAt":"2026-05-24T02:43:43.733Z","updatedAt":"2026-05-24T02:43:43.733Z"},{"id":494,"slug":"lindy-ai","name":"Lindy.ai","website":"https://lindy.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["productivity-workflow","enterprise-agents","coding-dev-tools"],"description":"Lindy is a no-code AI agent platform enabling teams to build intelligent workflow automations in plain English. The platform integrates with 5,000+ business apps (Gmail, Slack, Salesforce) and features computer-use capabilities for direct web navigation.","fundingTotal":"$49.9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Flo Crivello (CEO); Paul Shanks (co-CEO)","pricingTier":"freemium | consumer | enterprise","notes":"Series B $35M (Jan 2023); Battery Ventures lead investor; 400+ free credits/month; agents handle email, scheduling, voice calls (Gaia), customer support; human-in-the-loop escalations.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:42:21.121Z","viewCount":9,"createdAt":"2026-05-24T02:42:21.121Z","updatedAt":"2026-05-24T02:42:21.121Z"},{"id":498,"slug":"membrane","name":"Membrane","website":"https://getmembrane.com","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["enterprise-agents","ai-infrastructure"],"description":"Membrane (formerly Integration App) is an AI-first platform for building and maintaining product integrations. It provides agentic infrastructure allowing any app to automatically integrate with any other product via a unified API, with self-healing capabilities and support for 100,000+ APIs without pre-built connectors.","fundingTotal":"$10M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Daniil Bratchenko (Founder & CEO, serial entrepreneur)","pricingTier":"enterprise","notes":"AI product suite launched Nov 2025; Membrane Agent generates production integrations from natural language; attracts 100+ B2B SaaS customers (Constant Contact, PandaDoc, Dialpad); investors include IA Ventures, Crew Capital, DataRobot & UiPath founders.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:43.393Z","viewCount":8,"createdAt":"2026-05-24T02:43:43.393Z","updatedAt":"2026-05-24T02:43:43.393Z"},{"id":497,"slug":"alignment-research-center","name":"Alignment Research Center","website":"https://www.alignment.org","hqLocation":"Berkeley, California, United States","foundedYear":2021,"category":["foundation-models","ai-infrastructure"],"description":"Nonprofit research organization focused on AI alignment and safety, developing theoretical methods to ensure advanced AI systems behave in ways aligned with human values. Specializes in evaluations assessing dangerous capabilities and theoretical research on scalable oversight.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"nonprofit","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paul Christiano (founder)","pricingTier":null,"notes":"Founded April 2021. Spun out METR (Model Evaluation & Threat Research) in December 2023. Received $265K from Open Philanthropy (2022). Red-teams models like GPT-4 before release.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:03.336Z","viewCount":7,"createdAt":"2026-05-24T02:43:03.336Z","updatedAt":"2026-05-24T02:43:03.336Z"},{"id":491,"slug":"axelera-ai","name":"Axelera AI","website":"https://www.axelera.ai","hqLocation":"Zurich, Switzerland","foundedYear":2019,"category":["hardware-devices","ai-infrastructure"],"description":"Axelera AI develops specialized hardware and software for efficient AI inference at the edge. The company's Metis AI processor and platform optimize energy efficiency and latency for computer vision and machine learning tasks in resource-constrained environments.","fundingTotal":"$200M+","latestValuation":"$600M+","revenueArr":null,"profitabilityStatus":null,"headcount":"100-150","status":"active","tier":"master-list","whoIsBehind":"Lukas Cavigelli (Co-founder), Sherjil Ozbuet","pricingTier":"enterprise","notes":"Raised 200M+ euro funding (2024-2025). European AI chip player focused on edge inference. Competing in vision and embedded AI segment with focus on energy efficiency.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:41:16.570Z","viewCount":7,"createdAt":"2026-05-24T02:41:16.570Z","updatedAt":"2026-05-24T02:41:16.570Z"},{"id":495,"slug":"sambaverse-sambanova-systems","name":"Sambaverse / SambaNova Systems","website":"https://sambanova.ai","hqLocation":"San Jose, USA","foundedYear":2017,"category":["ai-infrastructure","foundation-models"],"description":"SambaNova Systems develops AI accelerator hardware and software for large-scale foundation model training and inference. The company offers specialized chips and cloud services optimized for generative AI workloads.","fundingTotal":"$~800M","latestValuation":"~$5.2B","revenueArr":null,"profitabilityStatus":null,"headcount":"~400","status":"active","tier":"master-list","whoIsBehind":"Rodrigo Liang (CEO); founders Kunle Olukotun, Chris Ré, Daniel Re (Stanford AI lab)","pricingTier":"enterprise","notes":"Recent private equity backing valuations; Sambaverse cloud platform launched; focus on LLM inference efficiency; partnerships with cloud providers; critical infrastructure play in AI.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:42:21.209Z","viewCount":7,"createdAt":"2026-05-24T02:42:21.209Z","updatedAt":"2026-05-24T02:42:21.209Z"},{"id":503,"slug":"stainless","name":"Stainless","website":"https://www.stainless.com","hqLocation":"New York, New York, United States","foundedYear":2022,"category":["developer-tools","api-infrastructure","sdk-generation","agent-infrastructure"],"description":"Stainless is a New York-based developer-tools company that uses an artificial-intelligence-powered compiler to automatically generate software development kits (SDKs), documentation, command-line interfaces (CLIs), Terraform providers, and Model Context Protocol (MCP) servers from a customer's OpenAPI specification. Founded in 2022 by former Stripe engineer Alex Rattray, the company powers official client libraries for major AI platforms including OpenAI, Anthropic, Google, Meta's Llama Stack, and Cloudflare. In May 2026, Stainless announced it was being acquired by Anthropic in a deal reported to be worth more than $300 million, and began winding down its hosted products for external customers.","fundingTotal":"$28.5M","latestValuation":"$150M","revenueArr":"~$1M Annual Recurring Revenue (ARR) at time of Series A (December 2024)","profitabilityStatus":"Reported near-profitable at Series A (December 2024)","headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Alex Rattray (founder and CEO, former Stripe engineer); Mark McGranaghan (CTO/President). Backed by Andreessen Horowitz (Series A lead), Sequoia, The General Partnership, Felicis, Zapier, and MongoDB Ventures.","pricingTier":"Freemium with paid tiers ranging from approximately $250/month to $30,000/year; custom enterprise plans (legacy pricing, products being wound down post-acquisition)","notes":"In May 2026, Anthropic announced the acquisition of Stainless for a reported $300M+ — roughly 2x its $150M December 2024 Series A valuation. Founder Alex Rattray and team are joining Anthropic, and Stainless began directing existing customers to a transition portal as hosted products wind down. The acquisition follows Anthropic's pattern of buying developer-tooling and agent-infrastructure companies (Bun, Vercept, Coefficient Bio). Prior to acquisition, Stainless reported that millions of AI developers downloaded its generated SDKs each week, and customers included OpenAI, Anthropic, Google, Meta, Cloudflare, Runway, Cerebras, Groq, LangChain, and Writer.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T19:58:49.809Z","viewCount":0,"createdAt":"2026-05-24T19:58:09.108Z","updatedAt":"2026-05-24T19:58:49.809Z"},{"id":732,"slug":"engine-formerly-hotel-engine","name":"Engine (formerly Hotel Engine)","website":"https://engine.com","hqLocation":"Denver, USA","foundedYear":2015,"category":["enterprise-agents","productivity-workflow"],"description":"AI-powered business travel platform for booking and managing corporate flights, hotels, and rental cars. Integrates with 750K+ hotels, 300 airlines, 40 car rental companies. Offers AI-driven pricing, direct billing, and exclusive negotiated rates.","fundingTotal":"$221M","latestValuation":"$2.1B","revenueArr":null,"profitabilityStatus":null,"headcount":"1000+","status":"active","tier":"master-list","whoIsBehind":"Elia Wallen (CEO), backed by Permira, Blackstone, Telescope Partners, Elefund","pricingTier":"enterprise","notes":"$140M Series C led by Permira (Sept 2024) at $2.1B valuation, up 62% from $1.3B (Sept 2021). Serves 1M+ business travelers. Expanding AI-powered guest engagement and dynamic pricing features.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.092Z","viewCount":4,"createdAt":"2026-05-30T13:57:14.092Z","updatedAt":"2026-05-30T13:57:14.092Z"},{"id":460,"slug":"fal-futureland","name":"Fal (Futureland)","website":"https://fal.ai","hqLocation":"Lisbon, Portugal / San Francisco, USA","foundedYear":2021,"category":["image-generation","video-generation","ai-infrastructure"],"description":"Generative media platform providing AI infrastructure for image and video generation. Enables developers to build and deploy generative AI applications at scale.","fundingTotal":">$200 million","latestValuation":"$4.5 billion","revenueArr":null,"profitabilityStatus":null,"headcount":"100+ estimated","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium","notes":"Series D December 2025: $140M (led by Sequoia) at >$4.5B valuation. Third major funding round in 2025. Strong traction with developers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:24.563Z","viewCount":9,"createdAt":"2026-05-24T02:30:24.563Z","updatedAt":"2026-05-24T02:30:24.563Z"},{"id":502,"slug":"letta","name":"Letta","website":"https://letta.com","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["chatbots-assistants","coding-dev-tools"],"description":"Letta is an open-source framework and platform for building stateful AI agents with memory, persistence, and fine-grained control over behavior. It enables developers to create long-running AI assistants that maintain context across conversations and integrate with external tools and data sources.","fundingTotal":"$10M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"open-source | enterprise","notes":"Seed funding of $10M announced Sept 2024 from Felicis Ventures, Essence VC and others; open-source agentic framework gaining adoption; focus on persistent state management for AI agents.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:43.905Z","viewCount":9,"createdAt":"2026-05-24T02:43:43.905Z","updatedAt":"2026-05-24T02:43:43.905Z"},{"id":414,"slug":"archetype-ai","name":"Archetype AI","website":"https://www.archetypeai.io","hqLocation":"Palo Alto, United States","foundedYear":2024,"category":["robotics-physical","enterprise-agents","ai-infrastructure"],"description":"Archetype AI pioneered Physical AI—a new category of foundation models that interpret, reason about, and act in the real world using multimodal sensor data. Built by Google veterans, the company released Newton, a proprietary foundation model for fusing sensor signals, video, and context into actionable intelligence. The Archetype Platform enables enterprises to build and deploy Physical Agents for manufacturing, logistics, and construction.","fundingTotal":"$48M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ivan Poupyrev (CEO, ex-Google ATAP), founders from Google, Disney, Sony","pricingTier":"enterprise","notes":"$35M Series A Nov 2025 led by IAG Capital Partners, Hitachi Ventures. $13M seed April 2024. Customers include NTT DATA, Kajima, City of Bellevue. Newton TimeFusion (2.0B multimodal model) released; available on AWS Marketplace.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:20:03.828Z","viewCount":10,"createdAt":"2026-05-24T02:20:03.828Z","updatedAt":"2026-05-24T02:20:03.828Z"},{"id":501,"slug":"vlex-vincent-ai","name":"Vlex/Vincent AI","website":"https://vlex.com","hqLocation":"San Francisco, USA","foundedYear":2001,"category":["legal-finance","foundation-models"],"description":"vLex (now part of Clio) is a comprehensive legal intelligence platform with Vincent AI, a precision-engineered AI for legal research, litigation, and transactions. It accesses over 1 billion legal documents from 100+ countries with litigation analytics covering 850+ million court records and advanced search across multi-jurisdictional legal content.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Vincent AI named New Product of the Year by American Association of Law Libraries (2024); 2025 RCT showed Vincent reduced hallucinations vs. general LLMs; Clio launched Word add-in May 2026; Vincent Studio launched for large law firms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:43.819Z","viewCount":6,"createdAt":"2026-05-24T02:43:43.819Z","updatedAt":"2026-05-24T02:43:43.819Z"},{"id":433,"slug":"multiverse-computing","name":"Multiverse Computing","website":"https://multiversecomputing.com","hqLocation":"Donostia, Spain","foundedYear":2020,"category":["ai-infrastructure","foundation-models"],"description":"Spanish AI company developing compressed versions of open-weight models (OpenAI, Meta, DeepSeek, Mistral). Technology reduces model size and computational cost while maintaining performance.","fundingTotal":"$250M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Román Orús (CTO, professor at Donostia International Physics Center)","pricingTier":"enterprise","notes":"Raised $250M Series B (May 2026). European alternative to US-centric model infrastructure. Featured in TechCrunch's 21 European startups watchlist.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:25:33.612Z","viewCount":9,"createdAt":"2026-05-24T02:25:33.612Z","updatedAt":"2026-05-24T02:25:33.612Z"},{"id":394,"slug":"fal-ai","name":"Fal.ai","website":"https://fal.ai","hqLocation":"San Francisco, California","foundedYear":2021,"category":["ai-infrastructure","video-generation","image-generation"],"description":"Fal is a generative media infrastructure platform providing developers with API access to over 600 AI models for creating images, videos, audio, and 3D content. The platform functions as a serverless cloud for AI models, enabling developers to generate content with a single API call without managing GPU infrastructure.","fundingTotal":"$587M","latestValuation":"$4.5B","revenueArr":"~$400M","profitabilityStatus":null,"headcount":"estimated 100+","status":"active","tier":"master-list","whoIsBehind":"Burkay Gur (CEO, ex-Coinbase), Gorkem Yurtseven (ex-Amazon)","pricingTier":"enterprise","notes":"Series D Dec 2025 led by Sequoia at $4.5B valuation (tripled from July 2025). 3M developers, 50M+ creations/day. Enterprise customers: Adobe, Shopify, Canva, Perplexity, Quora. In talks for $300-350M Series E (Mar 2026) at ~$8B.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:19.566Z","viewCount":10,"createdAt":"2026-05-24T02:16:19.566Z","updatedAt":"2026-05-24T02:16:19.566Z"},{"id":182,"slug":"ramp-intelligence","name":"Ramp Intelligence","website":null,"hqLocation":null,"foundedYear":null,"category":["legal-finance"],"description":"Spend management AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eric Glyman","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:26.457Z","updatedAt":"2026-05-23T15:02:26.457Z"},{"id":737,"slug":"deal-engine","name":"Deal Engine","website":"https://dealengine.io","hqLocation":"Miami, USA","foundedYear":2022,"category":["enterprise-agents"],"description":"AI-enabled platform automating refund and change operations for airlines, OTAs, and travel management companies. Processes post-booking transactions across GDS systems (Sabre, Amadeus, Travelport) with zero-manual workflow.","fundingTotal":"$5.3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alex Jara (CEO), backed by F-Prime Capital, Thayer Ventures, PAR Capital","pricingTier":"enterprise","notes":"Seed round $5.3M led by F-Prime Capital (Nov 2022). Automates 10% of airline tickets (refunds/changes). Saves travel companies millions of hours annually. Expertise: API integrations with Sabre, Amadeus, Travelport, BSPLink, ARC.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.527Z","viewCount":4,"createdAt":"2026-05-30T13:57:14.527Z","updatedAt":"2026-05-30T13:57:14.527Z"},{"id":734,"slug":"vuelo","name":"Vuelo","website":"https://vuelo.com","hqLocation":"London, UK","foundedYear":2025,"category":["chatbots-assistants","productivity-workflow"],"description":"AI-native travel booking platform combining personalized itinerary planning with flexible BNPL (buy-now-pay-later) financing. Uses proprietary AI engine for context-aware travel recommendations and integrated payment solutions.","fundingTotal":"$64M (€57M debt + €6.9M equity)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jasper Dykes (Founder/CEO), Edgars Kohs (co-founder)","pricingTier":"consumer","notes":"Seed funding March 2026 led by Backed VC & Play Ventures with €57M debt from Viola Credit. Early traction: thousands of new travelers monthly. Replaces traditional search bars with AI context-aware booking engine.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.269Z","viewCount":3,"createdAt":"2026-05-30T13:57:14.269Z","updatedAt":"2026-05-30T13:57:14.269Z"},{"id":733,"slug":"guesty","name":"Guesty","website":"https://guesty.com","hqLocation":"Tel Aviv, Israel","foundedYear":2013,"category":["enterprise-agents","productivity-workflow"],"description":"Property management system (PMS) for short-term rentals and hospitality with integrated AI suite. Includes ReplyAI (guest messaging), ReviewSmart AI (feedback analytics), dynamic pricing, and AI-powered website builder.","fundingTotal":"$283M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"200+ R&D team","status":"active","tier":"master-list","whoIsBehind":"Amiad Soto (CEO & co-founder), backed by industry investors","pricingTier":"enterprise","notes":"Raised $130M Series F (April 2024). Acquired Rentals United (May 2024) and Kigo + HiRUM. ReplyAI adopted for 50% of high-usage account messages since Feb 2024 launch. Operates in 80+ countries.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.181Z","viewCount":4,"createdAt":"2026-05-30T13:57:14.181Z","updatedAt":"2026-05-30T13:57:14.181Z"},{"id":736,"slug":"akia","name":"Akia","website":"https://akia.com","hqLocation":"USA","foundedYear":2024,"category":["enterprise-agents","chatbots-assistants"],"description":"AI agent autonomously managing guest lifecycle from booking to checkout. Automates direct bookings via web chat, guest messaging (SMS/WhatsApp), email campaigns, and repeat guest conversion for 2000+ hospitality operators.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Early-stage team, trusted by 2000+ hospitality operators","pricingTier":"enterprise","notes":"Actively serving 2000+ properties. Focuses on guest communication automation, direct booking conversion, and marketing campaign management. Self-learning from property-specific brand voice and operations.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.440Z","viewCount":3,"createdAt":"2026-05-30T13:57:14.440Z","updatedAt":"2026-05-30T13:57:14.440Z"},{"id":735,"slug":"guestos","name":"GuestOS","website":"https://guestos.ai","hqLocation":"USA","foundedYear":2024,"category":["chatbots-assistants","enterprise-agents"],"description":"AI concierge platform providing 24/7 multilingual voice support for hospitality, tourism, and events. Automates guest communications, local recommendations, tour bookings, and service requests via branded phone number.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jessie Fischer (founder), backed by hospitality advisors (Rod Cuthbert/Viator, Ramon Elias/HotelTonight, others)","pricingTier":"enterprise","notes":"Early-stage with advisory board of travel/hospitality experts. Dual revenue model: monthly subscription + booking commissions. Targets destinations, hotels, tour operators, conferences. Mentioned in PhocusWire Startup Stage (May 2025).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:14.356Z","viewCount":3,"createdAt":"2026-05-30T13:57:14.356Z","updatedAt":"2026-05-30T13:57:14.356Z"},{"id":492,"slug":"vaire-computing","name":"Vaire Computing","website":"https://vairecomputing.com","hqLocation":"London, UK","foundedYear":2022,"category":["hardware-devices","ai-infrastructure"],"description":"Vaire Computing develops specialized AI inference accelerators optimized for large language models. The company's focus is cost-per-token efficiency and low-latency deployment for production inference workloads.","fundingTotal":"$50M+","latestValuation":"$200M+","revenueArr":null,"profitabilityStatus":null,"headcount":"30-60","status":"active","tier":"master-list","whoIsBehind":"European team, Seedcamp-backed","pricingTier":"enterprise","notes":"Part of wave of inference chip startups (2024-2026). Focused on European market. Competing against Groq, Cerebras, and traditional NVIDIA alternatives.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:41:16.661Z","viewCount":10,"createdAt":"2026-05-24T02:41:16.661Z","updatedAt":"2026-05-24T02:41:16.661Z"},{"id":484,"slug":"akkio","name":"Akkio","website":"https://www.akkio.com","hqLocation":"Massachusetts, United States","foundedYear":2021,"category":["data-analytics","productivity-workflow","ai-infrastructure"],"description":"Akkio is a no-code AI and Generative Business Intelligence platform enabling teams to build predictive models, conduct AI-driven data analysis, and automate decisions without coding expertise. The platform integrates data preparation, predictive modeling, natural-language analytics, and real-time deployment across spreadsheets, databases, and cloud data warehouses.","fundingTotal":"$18 million","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Abe Parangi (CEO & co-founder), Jon Reilly (COO)","pricingTier":"freemium","notes":"Series A $15M (Aug 2023) led by Bain Capital Ventures; partnerships with Horizon Media, Havas, LG Ad Solutions (2024-2025); used by hundreds of customers for lead scoring, churn prediction, demand forecasting","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:39:24.785Z","viewCount":8,"createdAt":"2026-05-24T02:39:24.785Z","updatedAt":"2026-05-24T02:39:24.785Z"},{"id":108,"slug":"vapi","name":"Vapi","website":"https://vapi.ai","hqLocation":"San Francisco, California, USA","foundedYear":2023,"category":["voice-ai","ai-infrastructure","developer-tools","conversational-ai","enterprise-ai"],"description":"Vapi is a San Francisco-based voice AI (Artificial Intelligence) infrastructure company that provides a developer-first, API-native (Application Programming Interface) platform for building, deploying, and managing voice agents for enterprise use cases such as customer support, lead qualification, appointment scheduling, and outbound sales. The company orchestrates speech-to-text, large language models, and text-to-speech providers into low-latency conversational agents, and reports that its platform has handled over 1 billion calls across more than 1 million developers.","fundingTotal":"$72M","latestValuation":"$500M","revenueArr":"Eight-figure ARR (Annual Recurring Revenue) run rate (reported by investor source to TechCrunch, May 2026)","profitabilityStatus":null,"headcount":"~100","status":"active","tier":"master-list","whoIsBehind":"Co-founded by Jordan Dearsley (CEO) and Nikhil Gupta (CTO), University of Waterloo classmates and Y Combinator alumni (previously of productivity startup Superpowered)","pricingTier":"Usage-based, developer self-serve with enterprise contracts","notes":"In May 2026, Vapi raised a $50M Series B led by Peak XV with participation from M12 (Microsoft's Venture Fund), Kleiner Perkins, and Bessemer Venture Partners, reaching a reported $500M valuation. The company reports 10x year-over-year enterprise ARR growth, processes between 1 million and 5 million calls per day, and lists Amazon Ring, Intuit, New York Life, Kavak, Instawork, Cherry, and UnityAI as enterprise customers. Vapi previously raised a $20M Series A led by Bessemer Venture Partners in late 2024 and launched publicly on Product Hunt in March 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T01:26:37.571Z","viewCount":8,"createdAt":"2026-05-23T15:02:20.016Z","updatedAt":"2026-05-30T01:26:37.571Z"},{"id":440,"slug":"mystic-ai","name":"Mystic AI","website":"https://mystic.ai","hqLocation":null,"foundedYear":null,"category":["ai-infrastructure"],"description":"Mystic AI is a modular backend platform for AI model deployments, providing serverless GPU infrastructure and bring-your-own-cloud (BYOC) options for running open-source and custom models. The platform enables deployment of any AI model with optimized auto-scaling, multi-tenant governance, and cloud integration.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"2753 followers","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium","notes":"Launched BYOC product on ProductHunt with 7-day free trial. Manages thousands of different models with custom scaling policies; 100% customer satisfaction (per Product Hunt launch).","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:27:38.811Z","viewCount":9,"createdAt":"2026-05-24T02:27:38.811Z","updatedAt":"2026-05-24T02:27:38.811Z"},{"id":359,"slug":"unstructured","name":"Unstructured","website":"https://unstructured.io","hqLocation":"San Francisco, California, USA","foundedYear":2023,"category":["data-labeling","ai-infrastructure","productivity-workflow"],"description":"Unstructured provides a GenAI data pipeline platform that extracts, transforms, and loads unstructured data (documents, PDFs, images, emails) into AI-ready format. The platform processes 65+ file types and integrates with enterprise data warehouses, vector databases, and LLM workflows with built-in compliance and governance features.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by former data infrastructure engineers; recognized in CB Insights AI 100","pricingTier":"freemium, enterprise","notes":"CB Insights AI 100 honoree; 30+ connectors, 1,250+ pipelines; enterprise customers include financial services, healthcare, legal; open-source model available alongside commercial platform","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:51.435Z","viewCount":11,"createdAt":"2026-05-24T02:09:51.435Z","updatedAt":"2026-05-24T02:09:51.435Z"},{"id":264,"slug":"harmonic-ai","name":"Harmonic AI","website":"https://harmonicai.ai","hqLocation":"United States","foundedYear":2024,"category":["foundation-models"],"description":"Harmonic AI develops formal verification and mathematical reasoning AI systems, competing in the verified AI space alongside Axiom. Focuses on theorem proving, formal mathematics, and safety-critical AI verification.","fundingTotal":"$220M+","latestValuation":"$1.45B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Reported $1.45B valuation (Jan 2026) with Nvidia backing. Competes in verified AI/theorem proving alongside Axiom. Differentiation through public API availability strategy.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.705Z","viewCount":7,"createdAt":"2026-05-24T01:47:27.705Z","updatedAt":"2026-05-24T01:47:27.705Z"},{"id":568,"slug":"infinigence-ai","name":"Infinigence AI","website":"https://infinigence.ai","hqLocation":"Beijing, China","foundedYear":2023,"category":["ai-infrastructure"],"description":"Founded by Tsinghua professor Wang Yu, Infinigence AI provides heterogeneous AI computing infrastructure solving China's chip diversity problem due to US sanctions. The company raised $173M+ total (including $70.2M Series A+ in Sep 2024), serving clients like Baichuan, Lenovo, and China Mobile. It operates 53 data centers across 26 cities, powering Shanghai ModelSpeed Space (world's largest AI incubator with 10B+ daily tokens).","fundingTotal":"$173M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Wang Yu (Co-founder/Tsinghua professor), Xia Lixue (CEO)","pricingTier":"api","notes":"Infinigence's Infinicloud, InfiniCore, and InfiniEdge platforms orchestrate heterogeneous chips (AMD, Huawei, NVIDIA) to achieve 50-200% performance gains. Supports 50%+ cost reductions vs international offerings. Powering 100+ AI applications with tens of millions of monthly active users.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:15:49.058Z","viewCount":6,"createdAt":"2026-05-28T15:15:49.058Z","updatedAt":"2026-05-28T15:15:49.058Z"},{"id":431,"slug":"inferact","name":"Inferact","website":null,"hqLocation":null,"foundedYear":2025,"category":["ai-infrastructure"],"description":"Inferact commercializes vLLM, a popular open-source project for efficient LLM (Large Language Model) inference. The company makes AI agents faster and more cost-effective in production by optimizing inference speed and reducing computational costs.","fundingTotal":"$150M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Seed funding from Andreessen Horowitz and Lightspeed; tackles critical inference bottleneck in AI agent deployment.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:24:57.202Z","viewCount":9,"createdAt":"2026-05-24T02:24:57.202Z","updatedAt":"2026-05-24T02:24:57.202Z"},{"id":323,"slug":"rain-ai","name":"Rain AI","website":"https://rain.ai","hqLocation":"San Mateo, USA","foundedYear":2017,"category":["hardware-devices","ai-infrastructure"],"description":"Energy-efficient neuromorphic AI hardware company developing in-memory compute technology and accelerator chips. Creates chips that reduce AI inference and training energy consumption using spiking neural networks and memristive devices.","fundingTotal":"$67M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~43","status":"active","tier":"master-list","whoIsBehind":"Jack Kendall (founder, CTO), Gordon Wilson (founder), Juan Claudio Nino (founder), William Passo (CEO)","pricingTier":"enterprise","notes":"Bridge loan in May 2025 ($3M); Series A extensions in 2024 ($8.1M); Y Combinator 2018; backed by Sam Altman; exploring acquisition discussions","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:02:46.316Z","viewCount":17,"createdAt":"2026-05-24T02:02:46.316Z","updatedAt":"2026-05-24T02:02:46.316Z"},{"id":445,"slug":"safeai-formerly-flo-health-ai-safety-focused","name":"SafeAI (Formerly Flo Health / AI Safety-Focused)","website":null,"hqLocation":"United States","foundedYear":null,"category":["foundation-models"],"description":"Specialized AI safety and alignment research lab founded by industry veterans with focus on creating safe, interpretable foundation models and addressing critical AI risks.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"AI safety researchers and alignment specialists","pricingTier":"research","notes":"Emerging player in AI safety with credible team; focus on interpretability and robustness","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:28:15.761Z","viewCount":5,"createdAt":"2026-05-24T02:28:15.761Z","updatedAt":"2026-05-24T02:28:15.761Z"},{"id":741,"slug":"pallet","name":"Pallet","website":"https://pallet.com","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"AI workforce platform for logistics operators. Automates back-office workflows including order entry, quoting, invoice reconciliation, and portal updates. Completes tasks 10x faster at <50% cost vs. manual staffing.","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sushanth Raman (Founder & CEO)","pricingTier":"enterprise","notes":"Series B $27M (May 2025, led by General Catalyst); Series A $21M (Oct 2024); investors include Bain Capital, Bessemer, Activant; customer testimonial: mid-sized carrier saved millions by reallocating 25 employees.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:04.983Z","viewCount":5,"createdAt":"2026-05-30T13:58:04.983Z","updatedAt":"2026-05-30T13:58:04.983Z"},{"id":375,"slug":"writesonic","name":"Writesonic","website":"https://writesonic.com","hqLocation":"Remote/US-based","foundedYear":2020,"category":["writing-content","ai-search"],"description":"Writesonic is an AI content automation platform enabling marketers and businesses to create, optimize, and publish written material across channels. It provides AI Article Writer 6.0, SEO integration (Surfer SEO), real-time fact-checking, competitor analysis, and multi-language support for 25+ languages.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder details not prominently disclosed","pricingTier":"freemium","notes":"80+ AI writing tools integrated. Plans start at $16/month (reported March 2026). Integrates with HubSpot, Shopify, WordPress, Google/Facebook Ads, LinkedIn, Mailchimp. Positioned as Jasper AI alternative with built-in SEO.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.514Z","viewCount":7,"createdAt":"2026-05-24T02:12:32.514Z","updatedAt":"2026-05-24T02:12:32.514Z"},{"id":376,"slug":"scalenut","name":"Scalenut","website":"https://scalenut.com","hqLocation":"Remote/India-based","foundedYear":2020,"category":["writing-content","data-analytics"],"description":"Scalenut is an AI-powered content creation platform focused on generative engine optimization (GEO) and SEO. It provides Cruise Mode for rapid long-form content generation, keyword planning, topic clustering, content scoring, and competitor gap analysis optimized for both traditional search and AI-powered discovery.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founder details not widely disclosed","pricingTier":"freemium","notes":"7-day free trial model. Emphasizes GEO focus (AI search readiness) differentiating from traditional SEO tools. Integrations with WordPress, Copyscape, Semrush. Custom enterprise pricing available.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:12:32.602Z","viewCount":10,"createdAt":"2026-05-24T02:12:32.602Z","updatedAt":"2026-05-24T02:12:32.602Z"},{"id":347,"slug":"waymark","name":"Waymark","website":"https://waymark.com","hqLocation":"Detroit, USA","foundedYear":2017,"category":["video-generation","writing-content"],"description":"Waymark is a generative AI platform for creating broadcast-ready TV commercials in minutes. Uses natural language processing to scan business profiles and automatically generate scripts, visuals, and voiceovers for local advertising.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alex Persky-Stern","pricingTier":"enterprise","notes":"Partnerships with Spectrum Reach, E.W. Scripps (61 stations), Fox, Comcast, Charter; focused on SMB ad creation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:07:22.150Z","viewCount":5,"createdAt":"2026-05-24T02:07:22.150Z","updatedAt":"2026-05-24T02:07:22.150Z"},{"id":342,"slug":"luma-ai","name":"Luma AI","website":"https://lumalabs.ai","hqLocation":"San Francisco, United States","foundedYear":2021,"category":["video-generation","foundation-models","3D-model-generation"],"description":"Frontier AI lab building multimodal world models capable of generating, understanding, and operating in physical environments. Develops Dream Machine (30M+ users), Ray3 (reasoning video model with HDR), and Genie (3D generation) for creative professionals and enterprises in entertainment, advertising, and robotics.","fundingTotal":"$1.07B","latestValuation":"$4B+","revenueArr":"~$15-20M (2025 estimate)","profitabilityStatus":"Pre-revenue to early revenue stage","headcount":"~500 (expanding to 700+ with London hub)","status":"active","tier":"master-list","whoIsBehind":"Amit Jain (CEO), Alex Yu, Alberto Taiuti","pricingTier":"freemium | enterprise","notes":"Series C $900M (Nov 2025) led by Humain (Saudi PIF); Ray3 benchmarks above Sora 2 and near Veo 3; partnering with Adobe, AWS; Project Halo 2-gigawatt supercluster in Saudi Arabia; expanding London operations for 200 hires by Q1 2027.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:06:35.362Z","viewCount":9,"createdAt":"2026-05-24T02:06:35.362Z","updatedAt":"2026-05-24T02:06:35.362Z"},{"id":740,"slug":"kargo-ai","name":"Kargo.ai","website":"https://kargo.ai","hqLocation":"San Francisco, USA","foundedYear":2019,"category":["ai-infrastructure","robotics-physical","data-analytics"],"description":"Industrial AI platform for warehouse and supply chain operations using computer vision and hardware sensors. Provides real-time inventory data infrastructure and agentic AI for back-office workflows like invoicing and claims disputes.","fundingTotal":"$70M+","latestValuation":null,"revenueArr":"~$5-10M estimated","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sam Lurye (Founder & CEO)","pricingTier":"enterprise","notes":"Series B $42M (Dec 2025, led by Avenir); tripled ARR 2024-2025; 45+ Fortune 500 customers including Mercedes-Benz, Tillamook; 1,000+ towers deployed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:04.724Z","viewCount":4,"createdAt":"2026-05-30T13:58:04.724Z","updatedAt":"2026-05-30T13:58:04.724Z"},{"id":742,"slug":"vecna-robotics","name":"Vecna Robotics","website":"https://www.vecnarobotics.com","hqLocation":"Waltham, MA, USA","foundedYear":1998,"category":["robotics-physical","ai-infrastructure"],"description":"Developer of AI-powered autonomous mobile robots (AMRs) and orchestration software (Pivotal™ engine) for material handling. Provides case picking, putaway, cross-docking, and line-side delivery automation with human-robot collaboration.","fundingTotal":"$193M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"109","status":"active","tier":"master-list","whoIsBehind":"Karl Iagnemma (CEO); Dan Patt & Daniel Theobald (Co-Founders)","pricingTier":"enterprise","notes":"Latest round: $14.5M (Nov 2024, Series C-III); Total 7+ rounds; 99%+ uptime SLA; ROI often <1 year; investors include Tiger Global, GM Ventures, TriplePoint Capital.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:05.071Z","viewCount":4,"createdAt":"2026-05-30T13:58:05.071Z","updatedAt":"2026-05-30T13:58:05.071Z"},{"id":666,"slug":"h-company","name":"H Company","website":"https://h.ai","hqLocation":"Paris, France","foundedYear":2023,"category":["enterprise-agents","foundation-models"],"description":"<cite index=\"11-2,11-3\">H Company was founded in 2023 in Paris by Laurent Sifre, Charles Kantor, and three DeepMind veterans: Daan Wiestra, Karl Tuyls, Julien Perollat.</cite> <cite index=\"11-9\">H Company specifically designs AI agents called computer use capable of autonomously interfacing with any software (local or cloud-based) to detect and automate repetitive operations.</cite> <cite index=\"11-14,11-15\">In March 2026, H Company released Holo3, a family of artificial intelligence models designed to operate digital systems by interacting directly with user interfaces.</cite>","fundingTotal":"$220M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~330","status":"active","tier":"master-list","whoIsBehind":"Laurent Sifre (CTO, ex-DeepMind), Charles Kantor (CEO, ex-Stanford), with backing from Bernard Arnault (LVMH), Xavier Niel, Eric Schmidt, Amazon, Samsung","pricingTier":"enterprise","notes":"<cite index=\"11-4\">In May 2024, the firm secured what was then the largest European AI seed round, totaling $220 million led by US investors including Eric Schmidt (former Google CEO), Amazon, and backed by Accel, Bpifrance, UiPath, Eurazeo, Xavier Niel, Yuri Milner, Bernard Arnault, Samsung and others.</cite> Recently released Holo3 achieving 78.9% on OSWorld benchmark.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:49.230Z","viewCount":4,"createdAt":"2026-05-30T13:49:49.230Z","updatedAt":"2026-05-30T13:49:49.230Z"},{"id":609,"slug":"minimax-hailuo","name":"MiniMax (Hailuo)","website":"https://www.minimaxi.com","hqLocation":"Shanghai, China","foundedYear":2021,"category":["video-generation","chatbots-assistants","foundation-models"],"description":"<cite index=\"3-16,3-17,3-18\">Founded in 2021 by former SenseTime engineers in Shanghai, MiniMax is valued at $2.5 billion and backed by Alibaba and Tencent. It specializes in text-to-video and conversational AI, rivaling global leaders like OpenAI. A text-to-video AI generator creating high-quality videos for creative industries, competing with OpenAI's Sora.</cite>","fundingTotal":"$100M+","latestValuation":"$2.5B","revenueArr":"~$70M (2024, via Talkie product)","profitabilityStatus":"Venture-backed; strong growth trajectory","headcount":"300-500 estimated","status":"active","tier":"master-list","whoIsBehind":"Yan Junjie (founder/CEO); backed by Alibaba, Tencent","pricingTier":"consumer, freemium","notes":"<cite index=\"1-22,1-23,1-24,1-25\">Backed by tech giants Alibaba and Tencent, Minimax stands out as one of the most successful consumer-facing Chinese AI startups in the global market. Its flagship product, Talkie, is a companion chatbot available worldwide, generating approximately $70 million in revenue in 2024. The company has shifted from costly foundational model training to building consumer-facing applications on top of existing models.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.952Z","viewCount":8,"createdAt":"2026-05-28T15:25:31.952Z","updatedAt":"2026-05-28T15:25:31.952Z"},{"id":383,"slug":"mem","name":"Mem","website":"https://mem.ai","hqLocation":"Los Altos Hills, USA","foundedYear":2019,"category":["productivity-workflow"],"description":"Mem is an AI-powered note-taking and knowledge management platform that automatically organizes notes, transcribes voice recordings, and resurfaces relevant information. Mem 2.0 (rebuilt in 2025) is an offline-first, lightning-fast intelligence system for entrepreneurs and creatives.","fundingTotal":"$40M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kevin Moody, Dennis Xu (co-founders)","pricingTier":"freemium | enterprise","notes":"Mem 2.0 Alpha launched Oct 2025 with voice mode, agentic chrome extension, email integration; focuses on lightweight organization and AI thought partnership","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:14:29.668Z","viewCount":5,"createdAt":"2026-05-24T02:14:29.668Z","updatedAt":"2026-05-24T02:14:29.668Z"},{"id":314,"slug":"yc-bookface-ycombinator-demo-day-company-scale-compute","name":"YC Bookface (Ycombinator Demo Day company) / Scale Compute","website":"https://www.scalecompute.com","hqLocation":"San Francisco, United States","foundedYear":2024,"category":["ai-infrastructure","hardware-devices"],"description":"Scale Compute provides distributed compute orchestration and GPU resource management for AI teams. The platform optimizes multi-GPU training and inference, offering dynamic resource allocation to reduce infrastructure costs and complexity in managing heterogeneous compute clusters.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"Seed stage","headcount":"estimated 5–10","status":"active","tier":"master-list","whoIsBehind":"Founders from AI infrastructure background","pricingTier":"enterprise","notes":"Recent YC batch entry; addressing fragmentation in distributed AI compute scheduling.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:01:18.224Z","viewCount":9,"createdAt":"2026-05-24T02:01:18.224Z","updatedAt":"2026-05-24T02:01:18.224Z"},{"id":739,"slug":"notco","name":"NotCo","website":"https://notco.com","hqLocation":"Santiago, Chile","foundedYear":2015,"category":["writing-content","data-analytics"],"description":"<cite index=\"1-1\">NotCo, an AI food tech company, raised $70 million in a Series D1 investment round to create a new B2B platform.</cite> <cite index=\"1-4\">NotCo has a dozen U.S. patents for its system that finds ingredients to recreate the taste, texture, functionality and smell of animal-based foods.</cite> <cite index=\"8-28\">Giuseppe analyzes food at a molecular level to come up with plant-based recipes that replicate the flavor, texture, and nutritional profile, shortening the R&D process from years to months.</cite>","fundingTotal":"$443M+","latestValuation":"$1.5B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Matías Muchnick (CEO, co-founder), Karim Pichara (CTO, co-founder)","pricingTier":"enterprise","notes":"<cite index=\"6-7\">NotCo secured $30 million in Series B funding in November 2024 to accelerate its mission of reinventing animal-based foods through 100% plant-based ingredients.</cite> <cite index=\"1-5\">NotCo's work with Kraft Heinz shows AI can quickly create a marketable and convincing product — it was only eight months between the announcement of the joint venture and the initial launch of NotCheese.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:39.410Z","viewCount":4,"createdAt":"2026-05-30T13:57:39.410Z","updatedAt":"2026-05-30T13:57:39.410Z"},{"id":291,"slug":"firestorm","name":"Firestorm","website":"https://www.firestormtech.com","hqLocation":"San Diego, United States","foundedYear":null,"category":["robotics-physical","defense-government"],"description":"Modular, mission-adaptable drone systems for aerospace and defense. Firestorm builds autonomous unmanned aerial systems with AI-driven capabilities for specialized military and commercial applications.","fundingTotal":"$150M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series B May 2026 ($82M) led by Washington Harbour Partners with Booz Allen Ventures, IQT, Lockheed Martin, NEA, Motley Fool Ventures. Defense tech momentum. Total funding ~$150M.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:10.325Z","viewCount":7,"createdAt":"2026-05-24T01:58:10.325Z","updatedAt":"2026-05-24T01:58:10.325Z"},{"id":447,"slug":"defog-ai","name":"Defog.ai","website":"https://defog.ai","hqLocation":"Singapore, Singapore","foundedYear":2021,"category":["data-analytics","foundation-models"],"description":"Defog provides specialized Large Language Models (LLMs) for data analysis, including SQLCoder, an open-source model that converts natural language questions into SQL queries. The company's platform enables enterprises to query structured data and data warehouses using natural language while maintaining data privacy through on-premise deployment.","fundingTotal":"$2.7M","latestValuation":null,"revenueArr":"~$100K-5M estimated","profitabilityStatus":null,"headcount":"1-25","status":"active","tier":"master-list","whoIsBehind":"Co-founders Medha Basu and Rishabh Srivastava; Y Combinator (W23)","pricingTier":"freemium | enterprise","notes":"Seed funding led by Y Combinator and Script Capital (Nov 2023). SQLCoder open-source models have 50K+ downloads on Hugging Face. Serving healthcare, finance, and analytics companies.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:04.378Z","viewCount":9,"createdAt":"2026-05-24T02:29:04.378Z","updatedAt":"2026-05-24T02:29:04.378Z"},{"id":671,"slug":"quantexa","name":"Quantexa","website":"https://www.quantexa.com","hqLocation":"London, UK","foundedYear":2016,"category":["data-analytics","legal-finance"],"description":"<cite index=\"46-21,46-22\">Quantexa provides AI-powered decision intelligence solutions that connect, unify, and analyze siloed enterprise data, originally built for anti-money laundering and fraud detection, now serving broader enterprise AI data curation needs across financial services, insurance, telecoms, and the public sector.</cite>","fundingTotal":"$546M","latestValuation":"$2.6B","revenueArr":"$100M+","profitabilityStatus":null,"headcount":"800+","status":"active","tier":"master-list","whoIsBehind":"Vishal Marria (founder/CEO, ex-Ernst & Young); investors: Warburg Pincus, HSBC, Ontario Teachers' Pension Plan","pricingTier":"enterprise","notes":"<cite index=\"47-7,47-8\">Quantexa reported revenue of 126 million pounds in the year ending March 2025, up 49 per cent year on year, with annual recurring revenue exceeding 100 million dollars, and raised 175 million dollars in a Series F round in March 2025 at a valuation of 2.6 billion dollars.</cite> <cite index=\"47-16,47-17\">HMRC announced a 10-year deal with Quantexa, with the multi-year agreement costing £175 million ($234 million).</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:50:27.713Z","viewCount":4,"createdAt":"2026-05-30T13:50:27.713Z","updatedAt":"2026-05-30T13:50:27.713Z"},{"id":744,"slug":"aera-technology","name":"Aera Technology","website":"https://www.aeratechnology.com","hqLocation":"Mountain View, CA, USA","foundedYear":2001,"category":["enterprise-agents","data-analytics"],"description":"Cognitive automation and decision intelligence platform for real-time supply chain decisions at scale. Combines AI with human judgment to optimize inventory, procurement, and logistics planning.","fundingTotal":"$174M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Cited as top 5 AI supply chain startup in June 2024; Series D or later stage; investors include Accenture Ventures, Silver Lake, DFJ Growth; 13+ institutional investors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:05.241Z","viewCount":6,"createdAt":"2026-05-30T13:58:05.241Z","updatedAt":"2026-05-30T13:58:05.241Z"},{"id":294,"slug":"jasper-ai","name":"Jasper AI","website":"https://www.jasper.ai","hqLocation":"Austin, Texas, United States","foundedYear":2021,"category":["writing-content","enterprise-agents"],"description":"AI content platform automating marketing and content creation workflows for enterprises. Provides generative AI capabilities for scaling content production, including text generation, image creation, and team collaboration features integrated across marketing platforms.","fundingTotal":"$131M","latestValuation":"$1.5B","revenueArr":"~$88M","profitabilityStatus":null,"headcount":"~1000","status":"active","tier":"master-list","whoIsBehind":"Dave Rogenmoser (co-founder), Timothy Young (CEO from Sept 2023, ex-Dropbox president)","pricingTier":"freemium, subscription","notes":"Series A of $125M (Oct 2022); acquired Clipdrop (15M users) in Feb 2024 expanding into visual content; 70K+ paying customers; revenue declined to $55M in 2024 from $120M in 2023 due to market correction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:50.986Z","viewCount":7,"createdAt":"2026-05-24T01:58:50.986Z","updatedAt":"2026-05-24T01:58:50.986Z"},{"id":282,"slug":"celestial-ai","name":"Celestial AI","website":"https://celestial.ai","hqLocation":"Santa Clara, California, USA","foundedYear":2017,"category":["ai-infrastructure","hardware-devices"],"description":"Santa Clara-based AI infrastructure company developing photonic interconnect technology for data center networks. Celestial's technology enables high-speed, low-latency GPU interconnects, addressing critical bottlenecks in AI compute infrastructure scaling.","fundingTotal":"~$500M+","latestValuation":"$2.5B","revenueArr":null,"profitabilityStatus":null,"headcount":"200+","status":"active","tier":"master-list","whoIsBehind":"Founding team with optical networking and hardware expertise","pricingTier":"enterprise","notes":"Raised $250M Series C in March 2025 at $2.5B valuation led by Fidelity with BlackRock, Tiger Global, Intel CEO participation. Solving critical AI infrastructure bottleneck: GPU interconnect speeds. Product shipped and in deployment.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.207Z","viewCount":8,"createdAt":"2026-05-24T01:57:34.207Z","updatedAt":"2026-05-24T01:57:34.207Z"},{"id":385,"slug":"saronic-technologies","name":"Saronic Technologies","website":"https://saronic.io","hqLocation":"Austin, USA","foundedYear":2022,"category":["defense-government","robotics-physical"],"description":"Saronic develops autonomous surface vessels for naval missions, maritime security, and defense operations. Vessels include Spyglass (tactical 6ft), Cutlass (14ft long-range), and Corsair (24ft modular). Achieved unicorn status in 2024.","fundingTotal":null,"latestValuation":"$4B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise | defense","notes":"Series B $175M (Nov 2024) led by Andreessen Horowitz; three vessel classes operational; autonomous + human teaming focus","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:14:29.838Z","viewCount":6,"createdAt":"2026-05-24T02:14:29.838Z","updatedAt":"2026-05-24T02:14:29.838Z"},{"id":745,"slug":"dexory","name":"Dexory","website":"https://www.dexory.com","hqLocation":"London, UK","foundedYear":2019,"category":["robotics-physical","data-analytics"],"description":"AI-powered warehouse robotics platform with autonomous inventory scanning robots (Mimi). Provides real-time warehouse visibility, digital twin creation, and perpetual inventory checking via robotic automation.","fundingTotal":"€143M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series C €143M (reported Feb 2025 update); deployed with DB Schenker, major UK 3PLs; replaces 280-hour manual audits with 90-min automated scans; 98.5% inventory accuracy achieved.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:05.327Z","viewCount":4,"createdAt":"2026-05-30T13:58:05.327Z","updatedAt":"2026-05-30T13:58:05.327Z"},{"id":743,"slug":"noodle-ai","name":"Noodle.ai","website":"https://www.noodle.ai","hqLocation":"San Jose, CA, USA","foundedYear":2017,"category":["data-analytics","enterprise-agents"],"description":"AI-powered supply chain optimization platform for manufacturing, logistics, and inventory management. Uses advanced ML to optimize operations, reduce waste, and improve efficiency across multi-tier supply chains.","fundingTotal":"$67M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Stephen R. Collins (CEO/Co-Founder)","pricingTier":"enterprise","notes":"Cited as top 5 AI supply chain startup in June 2024 by Traction Technology; competes against o9 Solutions, Altana, Everstream; focuses on multi-enterprise supply chain visibility.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:05.157Z","viewCount":4,"createdAt":"2026-05-30T13:58:05.157Z","updatedAt":"2026-05-30T13:58:05.157Z"},{"id":387,"slug":"rebellion-defense","name":"Rebellion Defense","website":"https://www.rebelliondefense.com","hqLocation":"Washington D.C., USA","foundedYear":2019,"category":["defense-government","enterprise-agents"],"description":"Rebellion Defense develops AI software for military threat detection, battlefield decision-making, and operational support. Founded by military veterans; achieved unicorn status by 2021. Selected to support US Navy Project Overmatch.","fundingTotal":null,"latestValuation":"$1B+","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise | defense","notes":"Unicorn status (2021); US Navy Project Overmatch selection; veteran-founded; military-specific AI focus","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:14:30.012Z","viewCount":9,"createdAt":"2026-05-24T02:14:30.012Z","updatedAt":"2026-05-24T02:14:30.012Z"},{"id":509,"slug":"krutrim","name":"Krutrim","website":"https://krutrim.ai","hqLocation":"Bengaluru, India","foundedYear":2023,"category":["foundation-models","ai-infrastructure"],"description":"Krutrim, founded by Ola founder Bhavish Aggarwal, was India's first AI unicorn. Initially positioning itself as a full-stack sovereign AI player with multilingual LLMs, the company pivoted in late 2025 to focus on AI cloud infrastructure services for Indian enterprises while pausing chip and foundation model development.","fundingTotal":"$50M (Series A, 2024)","latestValuation":"$1B (Series A)","revenueArr":"~$37.5M (FY2025-26)","profitabilityStatus":"Profitable (>10% PAT margin as of FY2026)","headcount":"300–400 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Bhavish Aggarwal (founder); Matrix Partners India, Ola","pricingTier":"enterprise","notes":"Achieved profitability and positive unit economics by shifting to cloud infrastructure model. Built full-stack AI cloud platform for Indian enterprises. Revenue grew ~3x in FY2026 despite strategic pivot away from models and semiconductor ambitions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:12.853Z","viewCount":4,"createdAt":"2026-05-28T15:07:12.853Z","updatedAt":"2026-05-28T15:07:12.853Z"},{"id":746,"slug":"kore-ai","name":"Kore.ai","website":"https://kore.ai","hqLocation":"Orlando, United States","foundedYear":2013,"category":["enterprise-agents","ai-infrastructure"],"description":"Enterprise conversational AI and agentic platform for customer service, employee support, and process automation with multi-agent orchestration capabilities. Provides no-code and pro-code tools for custom development and deployment at enterprise scale.","fundingTotal":"$234M","latestValuation":"$530M","revenueArr":"~$100M","profitabilityStatus":"Profitable","headcount":"1,278","status":"active","tier":"master-list","whoIsBehind":"Raj Koneru (Founder & CEO)","pricingTier":"enterprise","notes":"<cite index=\"7-1\">Kore.ai raised $150 million in a 2024 Series D</cite> and <cite index=\"38-5\">2023 revenue was $100M</cite>. <cite index=\"36-14\">Trusted by over 500 partners and 480 Global 2000 companies</cite>. Multi-agent orchestration with ABL (Agent Behavior Language) for production governance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:42.948Z","viewCount":4,"createdAt":"2026-05-30T13:58:42.948Z","updatedAt":"2026-05-30T13:58:42.948Z"},{"id":410,"slug":"beam","name":"Beam","website":"https://beam.ai","hqLocation":"New York, New York, United States","foundedYear":2022,"category":["enterprise-agents","construction-civil-ai","data-analytics"],"description":"Agentic AI platform for process automation in back-office operations. Deploys self-learning AI agents that handle repetitive tasks like invoicing, reconciliation, and data entry with 98% accuracy. Used by Fortune 500 companies for autonomous, production-ready workflows.","fundingTotal":"$1.35M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"57","status":"active","tier":"master-list","whoIsBehind":"Jonas Diezun (CEO), Burak Cemil Özafşar, Dr. Benedikt Sanftl","pricingTier":"enterprise","notes":"Recent traction with Fortune 500 deployments; established German founder with prior unicorn (Razor Group); growing momentum in agentic automation category","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:17:53.204Z","viewCount":6,"createdAt":"2026-05-24T02:17:53.204Z","updatedAt":"2026-05-24T02:17:53.204Z"},{"id":748,"slug":"scaleops","name":"ScaleOps","website":"https://scaleops.com","hqLocation":"New York, USA","foundedYear":2022,"category":["ai-infrastructure"],"description":"Autonomous cloud and AI infrastructure resource management platform that optimizes Kubernetes compute across GPUs, CPUs, and memory in real-time. Enables enterprises to reduce AI infrastructure costs by up to 80% through intelligent workload orchestration and dynamic resource allocation.","fundingTotal":"$210M","latestValuation":"$800M+ (Series C, Mar 2026)","revenueArr":null,"profitabilityStatus":null,"headcount":"~150+ (tripled in 12mo, plans to triple again by YE 2026)","status":"active","tier":"master-list","whoIsBehind":"Yodar Shafrir (CEO/Co-founder), former GPU orchestration engineer at Run:ai","pricingTier":"enterprise","notes":"Raised $130M Series C at $800M+ valuation (Mar 2026, led by Insight Partners). 450% YoY growth. Customers: Adobe, Wiz, DocuSign, Salesforce, Coupa. Key differentiation: autonomous, context-aware GPU/compute management for production environments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:59:11.182Z","viewCount":3,"createdAt":"2026-05-30T13:59:11.182Z","updatedAt":"2026-05-30T13:59:11.182Z"},{"id":171,"slug":"regie-ai","name":"Regie.ai","website":null,"hqLocation":null,"foundedYear":null,"category":["sales-crm"],"description":"AI sales sequences","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Regie","pricingTier":"Subscription","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:25.496Z","updatedAt":"2026-05-23T15:02:25.496Z"},{"id":747,"slug":"vellum-ai","name":"Vellum AI","website":"https://vellum.ai","hqLocation":"New York, United States","foundedYear":2023,"category":["ai-infrastructure","coding-dev-tools"],"description":"Enterprise development platform for building, evaluating, and deploying mission-critical AI products with end-to-end AI workflow definition, testing, and monitoring capabilities for agent orchestration.","fundingTotal":"$25.5M","latestValuation":null,"revenueArr":"~$3.5M","profitabilityStatus":null,"headcount":"37","status":"active","tier":"master-list","whoIsBehind":"Akash Sharma (CEO), Sidd Seethepalli, Noa Flaherty (Founders)","pricingTier":"enterprise","notes":"<cite index=\"53-6\">Series A for $20M in Jul 2025, led by Leaders Fund</cite>. <cite index=\"59-1\">Used by companies like Drata, Swisscom, Redfin and Headspace</cite>. Focus on test-driven AI development with version control and safe deployment patterns for agent systems.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:58:43.202Z","viewCount":4,"createdAt":"2026-05-30T13:58:43.202Z","updatedAt":"2026-05-30T13:58:43.202Z"},{"id":749,"slug":"starcloud","name":"Starcloud","website":"https://www.starcloud.space","hqLocation":"USA","foundedYear":2024,"category":["ai-infrastructure"],"description":"Launches GPU compute clusters into low Earth orbit to leverage space's energy resources and natural cooling for AI training and large-scale computing. Deployed first NVIDIA H100 to orbit in late 2024 and plans full micro data center by 2026.","fundingTotal":"$21M seed","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by Y Combinator, In-Q-Tel, NFX","pricingTier":"enterprise","notes":"Raised $21M seed (end 2024). Launched first Nvidia H100 to space; planning demonstrator mission late 2025 with GPUs 100x more powerful than any previously flown. Early-stage validating, but meets $15M+ bar and has unique technical position in AI compute.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:59:11.435Z","viewCount":3,"createdAt":"2026-05-30T13:59:11.435Z","updatedAt":"2026-05-30T13:59:11.435Z"},{"id":499,"slug":"clarifai","name":"Clarifai","website":"https://clarifai.com","hqLocation":"Wilmington, Delaware, USA","foundedYear":2013,"category":["foundation-models","computer-vision","data-labeling"],"description":"Clarifai is an end-to-end AI platform specializing in computer vision, natural language processing, and audio recognition. It provides tools for data labeling, model training, evaluation, and inference, supporting the full AI lifecycle with pre-trained models and custom model development for image, video, text, and audio data.","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Matthew Zeiler (CEO & Founder, PhD from NYU ImageNet Challenge top-5 finisher 2013)","pricingTier":"freemium | enterprise","notes":"Series C of $60M in Oct 2021 led by NEA; recognized as Leader in Forrester Wave Computer Vision Tools Q1 2024; multi-cloud model deployment; now serves models from Gemini 1.5, Mistral, Cohere Command R+ and others; 11 offices globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:43:43.650Z","viewCount":6,"createdAt":"2026-05-24T02:43:43.650Z","updatedAt":"2026-05-24T02:43:43.650Z"},{"id":738,"slug":"tastewise","name":"Tastewise","website":"https://tastewise.io","hqLocation":"Tel Aviv, Israel","foundedYear":2017,"category":["writing-content","enterprise-agents","data-analytics"],"description":"<cite index=\"20-1\">Tastewise has developed a generative AI (GenAI) platform for the food and beverage industry with a Series B funding round of $50 million.</cite> <cite index=\"20-6\">Its tools are already in use at 80% of the top global food and beverage companies, including Mars, Kraft Heinz, and Campbell's.</cite> <cite index=\"21-18,21-20\">The platform's core is a proprietary Gen AI engine trained over seven years on food-specific data that enables teams to instantly translate insights into execution: product concepts, marketing campaigns and collateral, sales strategies, packaging ideas, menu items, and more.</cite>","fundingTotal":"$72M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alon Chen (CEO, co-founder), Eyal Gaon (co-founder)","pricingTier":"enterprise","notes":"<cite index=\"21-2,21-3\">Tastewise announced a $50 million Series B funding round in June 2025, led by TELUS Global Ventures with participation from Duo Partners, Peakbridge, Disruptive AI, and PICO, bringing total funding to $72 million.</cite> <cite index=\"24-17\">Clients have cut launch timelines by 6–8 months and saved millions on execution costs.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:39.151Z","viewCount":4,"createdAt":"2026-05-30T13:57:39.151Z","updatedAt":"2026-05-30T13:57:39.151Z"},{"id":651,"slug":"cinnamon-ai","name":"Cinnamon AI","website":"https://www.cinnamon-ai.com","hqLocation":"Tokyo, Japan","foundedYear":2012,"category":["enterprise-agents","legal-finance","productivity-workflow"],"description":"Enterprise AI startup providing intelligent document processing solutions for financial services. Flagship product Flax Scanner uses proprietary AI to extract data from unstructured documents. Serves 50+ major Japanese corporations including insurers and utilities.","fundingTotal":"$52.9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"51-200 (102 per PitchBook)","status":"active","tier":"master-list","whoIsBehind":"Miku Hirano (CEO); Golden Gate Ventures, Plug & Play Tech Center, Pegasus Tech Ventures","pricingTier":"enterprise","notes":"Series C $39M raised April 2020. Core product Flax Scanner (RPA-class document automation) integrates generative AI for forms without templates. Recently developing Knowledge Hub orchestration layer for specialized industries. 50+ paying corporate customers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:10.543Z","viewCount":4,"createdAt":"2026-05-30T13:48:10.543Z","updatedAt":"2026-05-30T13:48:10.543Z"},{"id":506,"slug":"bioptimus","name":"Bioptimus","website":"https://www.bioptimus.com","hqLocation":"Paris, France","foundedYear":2024,"category":["foundation-models","healthcare"],"description":"Bioptimus builds universal foundation AI models for biology, integrating data across molecular to organismal scales to accelerate drug discovery and precision medicine. The company released H-Optimus-0, a foundational model for pathology trained on over 500,000 histopathology slides, with plans to launch M-Optimus, a multi-scale, multi-modal model simulating complex biological processes.","fundingTotal":"$76M","latestValuation":"undisclosed (Series A+ 2024)","revenueArr":null,"profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"Jean-Philippe Vert (ex-Google DeepMind, ex-Owkin Chief R&D), Rodolphe Jenatton (ex-Google researcher), Eric Durand, David Cahané, Felipe Llinares, Zelda Mariet","pricingTier":"enterprise","notes":"Shipped H-Optimus-0 in July 2024, outperforming Harvard Medical School and University of Leeds benchmarks in pathology and gene expression prediction. Series A $41M led by Cathay Innovation in January 2025, 9 months after initial $35M seed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:06:39.461Z","viewCount":4,"createdAt":"2026-05-28T15:06:39.461Z","updatedAt":"2026-05-28T15:06:39.461Z"},{"id":304,"slug":"unconventional-ai","name":"Unconventional AI","website":"https://unconventional.ai","hqLocation":"San Francisco, California, USA","foundedYear":2025,"category":["ai-infrastructure","hardware-devices"],"description":"Hardware startup designing neuromorphic and analog chips optimized for AI workloads. Pursues biology-inspired, energy-efficient computing using spiking neurons, oscillators, and mixed-signal designs to reduce power consumption by orders of magnitude versus digital GPUs.","fundingTotal":"$475M","latestValuation":"$4.5B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"CEO Naveen Rao (ex-Databricks head of AI, co-founder MosaicML/Nervana); co-founders Michael Carbin, Sara Achour, MeeLan Lee; backed by Andreessen Horowitz, Lightspeed, Jeff Bezos, Lux Capital, DCVC","pricingTier":"enterprise","notes":"Seed round ($475M, Dec 2025) is first tranche of $1B+ target. Founded Oct 2025, achieving unicorn valuation in 2 months—unprecedented. Roadmap: Q2 2025 developer kits, 2026 first SoC taping, 2027 production. Addresses AI's energy scaling crisis.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:36.739Z","viewCount":7,"createdAt":"2026-05-24T02:00:36.739Z","updatedAt":"2026-05-24T02:00:36.739Z"},{"id":340,"slug":"alembic-technologies","name":"Alembic Technologies","website":"https://alembic.ai","hqLocation":"San Francisco, California, USA","foundedYear":2021,"category":["enterprise-agents","data-analytics","sales-crm"],"description":"Alembic is a causal artificial intelligence (AI) platform for enterprises that derives actionable insights from proprietary corporate data. The company's system uses continuous-learning spiking neural networks and spatio-temporal graph construction to answer questions that generic models cannot, informing strategic decisions across marketing, operations, and growth.","fundingTotal":"$159M+","latestValuation":"$645M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tomás Puig (CEO, founder), John Adams, Seth Little","pricingTier":"enterprise","notes":"Series B/Growth ($145M, November 2025, Prysm Capital & Accenture co-led). Clients include Delta Air Lines, Mars, NVIDIA. Deployed NVIDIA NVL72 superPOD cluster at Equinix for high-performance causal modeling.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:05:48.017Z","viewCount":8,"createdAt":"2026-05-24T02:05:48.017Z","updatedAt":"2026-05-24T02:05:48.017Z"},{"id":337,"slug":"axiom","name":"Axiom","website":"https://www.axiommath.ai","hqLocation":"San Francisco, USA","foundedYear":2025,"category":["foundation-models","coding-dev-tools","ai-infrastructure"],"description":"Axiom builds an AI reasoning engine for autonomous mathematical discovery, theorem proving, and formal verification using the Lean proof assistant. The company develops verified AI systems that generate formally proven code by combining AI with mathematical certainty. Axiom achieved a perfect 120/120 Putnam 2025 competition score—unprecedented for AI.","fundingTotal":"$264M","latestValuation":"$1.6B","revenueArr":null,"profitabilityStatus":null,"headcount":"30+","status":"active","tier":"master-list","whoIsBehind":"Carina Hong (CEO, Morgan Prize winner, Stanford PhD), Shubho Sengupta (CTO, ex-Meta AI supercluster lead), Ken Ono (Founding Mathematician, renowned number theorist)","pricingTier":"enterprise","notes":"Series A $200M (March 2026, led by Menlo Ventures) at $1.6B valuation. AXLE infrastructure released publicly March 2026 for scalable Lean proof verification. Expanded from pure math into verified code generation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:05:26.098Z","viewCount":9,"createdAt":"2026-05-24T02:05:26.098Z","updatedAt":"2026-05-24T02:05:26.098Z"},{"id":507,"slug":"emmi-ai","name":"Emmi AI","website":"https://emmi-ai.com","hqLocation":"Vienna, Austria","foundedYear":2024,"category":["foundation-models","design-creative"],"description":"Emmi AI merges physics and artificial intelligence to accelerate industrial engineering workflows, replacing slow traditional simulations with intelligent AI-powered tools. The company develops models for computational fluid dynamics and aims to expand into multi-physics real-time simulations for aviation, energy, and automotive sectors.","fundingTotal":"€15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"undisclosed","pricingTier":"enterprise","notes":"Raised €15M in seed funding to address bottleneck in engineering sector where traditional simulations are computationally expensive. Offers direct API access for design, planning, and testing workflows across heavy industry verticals.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:06:39.722Z","viewCount":6,"createdAt":"2026-05-28T15:06:39.722Z","updatedAt":"2026-05-28T15:06:39.722Z"},{"id":656,"slug":"allganize","name":"Allganize","website":"https://www.allganize.ai","hqLocation":"Seoul, South Korea","foundedYear":2020,"category":["foundation-models","coding-dev-tools"],"description":"Korean AI company developing industry-specific large language models (e.g., finance, legal, manufacturing). KPAS 2024 finalist. Part of government sovereign AI push to reduce reliance on foreign models.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-60","status":"active","tier":"master-list","whoIsBehind":"Korean entrepreneurs; Series A from venture investors","pricingTier":"api","notes":"KPAS 2024 finalist. Competes in vertical LLM space for Korean enterprises (law, finance, manufacturing). Part of broader Korean government push for domestic model alternatives.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T13:48:11.183Z","viewCount":4,"createdAt":"2026-05-30T13:48:11.183Z","updatedAt":"2026-05-30T13:48:11.183Z"},{"id":505,"slug":"stepfun","name":"StepFun","website":"https://www.stepfun.ai","hqLocation":"Shanghai, China","foundedYear":2023,"category":["foundation-models","image-generation","video-generation"],"description":"Shanghai-based multimodal AI startup founded by former Microsoft employees. Developed Step-2, a trillion-parameter LLM with vision and image generation (Step-1X) capabilities. Positioned as one of China's 'AI Tiger' companies.","fundingTotal":"$718M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~97","status":"active","tier":"master-list","whoIsBehind":"Former Microsoft employees; backed by Tencent, Qiming Venture Partners, Shanghai State-owned Capital","pricingTier":"api | enterprise","notes":"Series B completed Jan 2026 at undisclosed valuation; seeking HK IPO (reported Feb 2026). Announced Model-Chip Ecosystem Alliance with Huawei, Biren, Moore Threads.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:06:11.060Z","viewCount":5,"createdAt":"2026-05-28T15:06:11.060Z","updatedAt":"2026-05-28T15:06:11.060Z"},{"id":654,"slug":"patsnap","name":"Patsnap","website":"https://www.patsnap.com","hqLocation":"Singapore","foundedYear":2009,"category":["data-analytics","legal-finance","ai-infrastructure"],"description":"AI-powered IP intelligence platform for patent, chemical, drug, and food databases. Built 17 years of proprietary data infrastructure. Customers include NASA, Tesla, Disney. Now training sector-specific LLMs and deploying NLP tools.","fundingTotal":"$200M+ (estimated)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"SoftBank-backed; leadership team includes Ph.D. researchers in chemistry/patent analysis","pricingTier":"enterprise","notes":"Major success story in data-infrastructure-to-LLM playbook. Built competitive moat through 17 years of structured data collection. Expanding into custom foundation models for chemicals/pharma. SoftBank backing validates scale.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:11.007Z","viewCount":4,"createdAt":"2026-05-30T13:48:11.007Z","updatedAt":"2026-05-30T13:48:11.007Z"},{"id":653,"slug":"marqvision","name":"MarqVision","website":"https://www.marqvision.io","hqLocation":"Seoul, South Korea","foundedYear":2017,"category":["design-creative","legal-finance","productivity-workflow"],"description":"AI-driven intellectual property (IP) protection platform for brand defense and counterfeit detection. Recently launched Marq AI generative models. 30x sales growth 2021-2024. Customers include LVMH and global luxury brands.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-100 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Series A lead by Naver; includes venture investors","pricingTier":"enterprise","notes":"Series A $22B KRW (~$16.5M) 2024. 30x YoY sales growth 2021-Q1 2024. Named KPAS 2024 finalist as next unicorn candidate. Developing Marq AI for generative brand protection features.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:10.919Z","viewCount":4,"createdAt":"2026-05-30T13:48:10.919Z","updatedAt":"2026-05-30T13:48:10.919Z"},{"id":655,"slug":"vessl-ai","name":"Vessl AI","website":"https://www.vessl.ai","hqLocation":"Seoul, South Korea","foundedYear":2021,"category":["ai-infrastructure","coding-dev-tools"],"description":"MLOps platform for managing AI model development, training, and deployment. Selected for South Korea's government AI/digital expansion program. Named KPAS 2024 finalist. Provides cloud-backed collaboration for ML engineers.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50","status":"active","tier":"master-list","whoIsBehind":"Korean founders; Series A-backed by venture firms","pricingTier":"api","notes":"KPAS 2024 top-20 finalist candidate. Represents infrastructure play at sweet spot of Korean government AI push (K-Nvidia, sovereign LLMs). MLOps platforms gaining traction globally but limited Korean players.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T13:48:11.096Z","viewCount":4,"createdAt":"2026-05-30T13:48:11.096Z","updatedAt":"2026-05-30T13:48:11.096Z"},{"id":397,"slug":"valence-discovery","name":"Valence Discovery","website":"https://valencediscovery.com","hqLocation":"Montreal, Canada","foundedYear":2018,"category":["foundation-models","healthcare"],"description":"Valence Discovery applies AI-driven generative chemistry to accelerate drug discovery for previously intractable biology targets. The platform uses few-shot learning and proprietary molecular representation techniques to enable rapid end-to-end design of novel chemical matter against complex disease targets.","fundingTotal":"$8.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Advised by Yoshua Bengio; co-located at Mila (world's largest deep learning research institute)","pricingTier":"enterprise","notes":"Series seed of $8.5M (co-led by Fifty Years and Air Street Capital, Feb 2026). Active collaborations with Charles River, Servier, Repare Therapeutics. Built on team's pioneering work in few-shot learning published at NeurIPS, ICLR, ICML.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:57.893Z","viewCount":8,"createdAt":"2026-05-24T02:16:57.893Z","updatedAt":"2026-05-24T02:16:57.893Z"},{"id":328,"slug":"applied-intuition","name":"Applied Intuition","website":"https://appliedintuition.com","hqLocation":"Mountain View, USA","foundedYear":2017,"category":["robotics-physical","ai-infrastructure"],"description":"<cite index=\"41-1,41-2\">Applied Intuition is the vehicle intelligence company that accelerates the global adoption of safe, AI-driven machines. Founded in 2017, Applied Intuition delivers the toolchain, Vehicle OS and autonomy stacks</cite>. <cite index=\"41-3\">Applied Intuition closed a $600 million Series F fundraise and tender offer at a $15 billion valuation</cite>. <cite index=\"43-1\">Applied Intuition hit $830M in annual recurring revenue (ARR) in 2025, up 2x from $415M in 2024</cite>.","fundingTotal":"$1.65B+","latestValuation":"$15B","revenueArr":"~$830M","profitabilityStatus":null,"headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"Qasar Younis (co-founder, CEO), Peter Ludwig (co-founder, CTO)","pricingTier":"enterprise","notes":"<cite index=\"41-7\">The company has maintained strong momentum with AI innovations and product launches, including strategic partnerships with OpenAI, TRATON, Isuzu, Porsche and Audi; the release of its off-road autonomy stack; the acquisition of defense technology company EpiSci and the launch of its newest defense products, Axion and Acuity</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:03:25.340Z","viewCount":9,"createdAt":"2026-05-24T02:03:25.340Z","updatedAt":"2026-05-24T02:03:25.340Z"},{"id":302,"slug":"chai-discovery","name":"Chai Discovery","website":"https://www.chaidiscovery.com","hqLocation":"San Francisco, California, USA","foundedYear":2024,"category":["foundation-models","healthcare"],"description":"AI-native biotech company that predicts and reprograms interactions between biochemical molecules for drug discovery. Builds foundation models tuned to design novel antibodies and therapeutic molecules with improved developability properties, tackling historically hard-to-drug targets.","fundingTotal":"$225M+","latestValuation":"$1.3B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders Josh Meier (CEO), Jacques Boitreaud, Matthew McPartlon, Jack Dent; backed by OpenAI, Menlo Ventures, Oak HC/FT, General Catalyst","pricingTier":"enterprise","notes":"Series B ($130M, Dec 2025) follows Series A ($70M, Aug 2025). Chai 2 model achieves 100x improvement over prior computational antibody design methods. Early-stage biotech AI with exceptional velocity and institutional backing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:36.389Z","viewCount":8,"createdAt":"2026-05-24T02:00:36.389Z","updatedAt":"2026-05-24T02:00:36.389Z"},{"id":514,"slug":"cradle","name":"Cradle","website":"https://cradlebiosciences.com","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["healthcare","drug-discovery"],"description":"AI-powered protein engineering company using generative AI to design improved proteins and accelerate research and development. Platform enables faster, cheaper creation of bio-based products for therapeutics, diagnostics, food, chemicals, and agriculture by automating protein design workflows.","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by team of protein engineers; backed by leading VCs including Altitude Life Science Ventures","pricingTier":"enterprise","notes":"Raised $73M Series B in November 2024, bringing total to $100M+; partnerships with Novo Nordisk, Johnson & Johnson, Grifols, Twist Biosciences; focused on protein design-as-a-service model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:50.614Z","viewCount":5,"createdAt":"2026-05-28T15:07:50.614Z","updatedAt":"2026-05-28T15:07:50.614Z"},{"id":515,"slug":"boltz","name":"Boltz","website":"https://www.boltzai.com","hqLocation":"Cambridge, USA","foundedYear":2024,"category":["healthcare","drug-discovery","ai-infrastructure"],"description":"Public benefit corporation developing commercially-available co-folding AI models (Boltz-1) achieving AlphaFold 3-level accuracy in predicting 3D structures of biomolecular complexes. Enables structure-guided drug discovery by predicting protein-protein interactions, small-molecule binding, and biologics design.","fundingTotal":"$25M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gabriele Corso, Jeremy Wohlwend, Saro Passaro (MIT researchers, co-developers of Boltz models); CEO Gabriele Corso","pricingTier":"enterprise","notes":"Launched Boltz-1 in November 2024 as fully commercial model; signed multi-year collaboration with Pfizer to build exclusive models for target selection, structure prediction, and biologics design; represents foundational shift toward deployable structure-prediction tools.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:50.701Z","viewCount":5,"createdAt":"2026-05-28T15:07:50.701Z","updatedAt":"2026-05-28T15:07:50.701Z"},{"id":512,"slug":"generate-biomedicines","name":"Generate Biomedicines","website":"https://www.generatebiomedicines.com","hqLocation":"Somerville, USA","foundedYear":2018,"category":["healthcare","drug-discovery"],"description":"Clinical-stage biotech pioneering Generative Biology—using diffusion and graph-based AI models integrated with scalable biohardware (cell-free expression, multiplexed assays, cryo-EM core) to design protein therapeutics de novo. Platform combines design–build–test–learn loop for rapid therapeutic validation.","fundingTotal":"$400M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":"loss-making","headcount":"312 (138 PhD/MD holders)","status":"active","tier":"master-list","whoIsBehind":"Mike Nally (CEO, ex-Merck); Gevorg Grigoryan (CTO/co-founder); Flagship Pioneering; raised IPO ~$400M in 2025/early 2026","pricingTier":"enterprise","notes":"IPO filed Feb 2026; lead candidate GB-0895 (anti-TSLP antibody) in Phase 3 for severe asthma; Chroma de novo protein design published in Nature 2023; Platform partnerships with Amgen (6 programs) and Novartis.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:50.267Z","viewCount":5,"createdAt":"2026-05-28T15:07:50.267Z","updatedAt":"2026-05-28T15:07:50.267Z"},{"id":513,"slug":"exscientia","name":"Exscientia","website":"https://www.exscientia.ai","hqLocation":"Oxford, United Kingdom","foundedYear":2016,"category":["healthcare","drug-discovery"],"description":"Pioneering AI-driven drug discovery platform integrating computational design with human expertise to accelerate development of tailored therapeutics. Platform (Centaur Chemist) identifies drug targets, designs molecules, and advances candidates to clinical trials through precision medicine approach.","fundingTotal":"$200M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Alex Geva and team; partnerships with Sanofi, Bristol Myers Squibb; acquired by Recursion in late 2024","pricingTier":"enterprise","notes":"Acquired by Recursion Pharmaceuticals (late 2024) for significant consideration; has multiple clinical candidates in oncology and immunology; exemplar of patient-centric AI drug design; now integrated into Recursion's dual-model (platform + asset) strategy.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:50.529Z","viewCount":6,"createdAt":"2026-05-28T15:07:50.529Z","updatedAt":"2026-05-28T15:07:50.529Z"},{"id":657,"slug":"lablup","name":"Lablup","website":"https://www.lablup.com","hqLocation":"Seoul, South Korea","foundedYear":2017,"category":["ai-infrastructure","coding-dev-tools"],"description":"Backend.AI platform for building, training, and deploying ML models using GPUs. Enables AI developers to manage distributed compute resources. KPAS 2024 cloud-AI infrastructure finalist.","fundingTotal":"$20M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"40-80","status":"active","tier":"master-list","whoIsBehind":"Korean founders; enterprise and venture backing","pricingTier":"api","notes":"Backend.AI platform widely used by Korean researchers and enterprises. KPAS 2024 infrastructure finalist. Positioned as Korean alternative to complex ML infrastructure stacks.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T13:48:11.273Z","viewCount":4,"createdAt":"2026-05-30T13:48:11.273Z","updatedAt":"2026-05-30T13:48:11.273Z"},{"id":511,"slug":"haptik","name":"Haptik","website":"https://haptik.ai","hqLocation":"Mumbai, India","foundedYear":2013,"category":["chatbots-assistants","enterprise-agents"],"description":"Haptik is an enterprise conversational AI platform enabling businesses to deploy AI agents across 100+ languages and 20+ channels. Acquired by Reliance Jio in 2019, it serves Fortune 500 brands globally in financial, insurance, healthcare, and technology sectors. The platform integrates with OpenAI and Microsoft APIs for cutting-edge AI features.","fundingTotal":"$12.2M (pre-acquisition)","latestValuation":"Acquired by Reliance Jio (2019, $100M for 87% stake)","revenueArr":"$5M–$25M (estimated as of 2025)","profitabilityStatus":"Likely profitable (Reliance subsidiary)","headcount":"180–250","status":"active","tier":"master-list","whoIsBehind":"Aakrit Vaish, Swapan Rajdev (co-founders); Ahshad Jussawala (CEO as of Feb 2025)","pricingTier":"enterprise","notes":"One of the world's largest conversational AI platforms by deployment scale. Built India's COVID-19 WhatsApp helpdesk serving 21M+ users. Pioneering agent in India's conversational AI space; now expanding with Jio's backing into voice, WhatsApp, and agentic workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:13.029Z","viewCount":6,"createdAt":"2026-05-28T15:07:13.029Z","updatedAt":"2026-05-28T15:07:13.029Z"},{"id":510,"slug":"yellow-ai","name":"Yellow.ai","website":"https://yellow.ai","hqLocation":"San Mateo, CA (founded Bangalore, 2016)","foundedYear":2016,"category":["chatbots-assistants","enterprise-agents"],"description":"Yellow.ai is an enterprise conversational AI platform enabling organizations to deploy AI agents across voice, chat, and multimodal channels in 135+ languages. The platform is built on multi-LLM architecture and trained on 16B+ conversations annually, serving 1,300+ enterprises globally across 85+ countries.","fundingTotal":"$102M–$133M","latestValuation":"Not disclosed (Series C closed Aug 2021)","revenueArr":"~$79.5M (Oct 2024)","profitabilityStatus":"Not disclosed","headcount":"969–1,055","status":"active","tier":"master-list","whoIsBehind":"Raghu Ravinutala, Jaya Kishore Reddy Gollareddy, Rashid Khan (founders)","pricingTier":"enterprise, api","notes":"Strong revenue growth (100% YoY from 2023 to 2024). Recently launched on AWS Marketplace (July 2025). Recognized as Challenger in 2023 Gartner Magic Quadrant for Enterprise Conversational AI. Indian-founded, now globally deployed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:12.941Z","viewCount":6,"createdAt":"2026-05-28T15:07:12.941Z","updatedAt":"2026-05-28T15:07:12.941Z"},{"id":778,"slug":"relevance-ai","name":"Relevance AI","website":"https://www.relevance.ai","hqLocation":"Sydney, Australia","foundedYear":2020,"category":["enterprise-agents"],"description":"Low-code platform for building and deploying teams of AI agents. Enables enterprises to rapidly build autonomous workflows without deep AI expertise. Key player in emerging AI agents category highlighted across tech press.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50","status":"active","tier":"master-list","whoIsBehind":"Daniel Vassilev, Jacky Koh, Daniel Palmer (co-founders)","pricingTier":"enterprise","notes":"Raised $15M Series A in late 2023. Featured as one of Australia's AI startups to watch in 2025 for low-code AI agent platform. Timing positioned company ahead of 2024-2025 AI agents trend.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.479Z","viewCount":5,"createdAt":"2026-05-30T14:02:41.479Z","updatedAt":"2026-05-30T14:02:41.479Z"},{"id":521,"slug":"lawhive","name":"Lawhive","website":"https://lawhive.com","hqLocation":"London, UK","foundedYear":2019,"category":["legal-finance"],"description":"AI-native law firm combining a network of 450+ lawyers with proprietary AI to automate paperwork and deliver faster, more affordable legal services for consumer legal needs including family law, housing disputes, and employment issues.","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders Pierre Proner, Jaime van Oer, and Flinn Dolman; series led by Mitch Rales (Danaher co-founder)","pricingTier":"consumer","notes":"$60M Series B (Dec 2024); unique model of AI + human lawyer network for 'main street' legal services targeting everyday consumers versus enterprise-only competitors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:26.092Z","viewCount":5,"createdAt":"2026-05-28T15:08:26.092Z","updatedAt":"2026-05-28T15:08:26.092Z"},{"id":523,"slug":"mitti-labs","name":"Mitti Labs","website":"https://www.mittilabs.earth","hqLocation":"New York, USA","foundedYear":2023,"category":["climate-sustainability","agriculture"],"description":"AI remote sensing and field operations company that measures methane emissions from rice farming using satellite imagery and machine learning models. Combines satellite data with ground operations to train hundreds of thousands of farmers in climate-friendly rice cultivation practices, directly addressing 10-12% of global anthropogenic methane emissions.","fundingTotal":"$3M+ (seed + $1M NASA SBIR Phase II)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue (carbon credit model)","headcount":"~15-20 estimated","status":"active","tier":"master-list","whoIsBehind":"Xavier Laguarta (co-founder), Devdut Panda (co-founder), backed by Lightspeed Venture Partners, Voyager Ventures, NASA","pricingTier":"carbon credits + SaaS","notes":"TechCrunch-featured (Aug 2025) exclusive on rice methane reduction. Recently won Gold Standard Tier 3 certification for Rice Methane Reduction Methodology. Expanded to 30,000 farmers across India in first season; partnering with The Nature Conservancy's PRANA program targeting 650,000 farmers by 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.313Z","viewCount":0,"createdAt":"2026-05-28T15:09:03.313Z","updatedAt":"2026-05-28T15:09:03.313Z"},{"id":520,"slug":"justpoint","name":"Justpoint","website":"https://justpoint.com","hqLocation":"New York, USA","foundedYear":2018,"category":["legal-finance"],"description":"AI-powered mass tort platform combining biomedical science and machine learning to identify harmful drugs, defective products, and toxic exposures decades before conventional detection. Supports 1000+ law firms and processes 1000+ claims daily.","fundingTotal":"$103M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders Victor Bornstein (CEO, trained in biomedical sciences, ex-Mount Sinai) and Oleksandr 'Sashko' Zakharchuk (AI engineer)","pricingTier":"enterprise","notes":"$45M Series A + $50M credit line (Feb 2025); first AI-native mass tort law firm approved under Arizona ABS framework (July 2025); flagged 15 drugs with underreported adverse events.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:26.009Z","viewCount":5,"createdAt":"2026-05-28T15:08:26.009Z","updatedAt":"2026-05-28T15:08:26.009Z"},{"id":1009,"slug":"evolutionaryscale","name":"EvolutionaryScale (ESM3)","website":"https://www.evolutionaryscale.ai","hqLocation":"New York, NY, USA","foundedYear":2023,"category":["foundation-models","healthcare"],"description":"EvolutionaryScale is a frontier AI research lab for biology, founded by members of the team that built Meta's ESM protein language models. Its flagship model ESM3 is a generative model that reasons jointly over protein sequence, structure, and function to design novel proteins.","fundingTotal":"$142M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Alexander Rives (co-founder, chief scientist), Tom Sercu, Sal Candido","pricingTier":null,"notes":"Emerged from stealth in June 2024 with a $142M seed round led by Nat Friedman and Daniel Gross, with Lux Capital, Amazon, and NVIDIA's NVentures. ESM3 was published in Science in January 2025; the model demonstrated generation of a novel green fluorescent protein.","sourceConfidence":"reported","lastResearchedAt":"2026-05-31T11:57:01.405Z","viewCount":3,"createdAt":"2026-05-31T11:57:01.405Z","updatedAt":"2026-05-31T11:57:01.405Z"},{"id":518,"slug":"supio","name":"Supio","website":"https://supio.com","hqLocation":"Seattle, USA","foundedYear":2021,"category":["legal-finance"],"description":"AI-powered case management platform specialized for personal injury and mass tort law firms. Automates analysis of complex medical records, police reports, and expert opinions to accelerate litigation workflows and improve settlement outcomes.","fundingTotal":"$91M","latestValuation":"$3B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders Jerry Zhou (CEO, ex-Microsoft) and Kyle Lam (ex-Avalara, childhood friend)","pricingTier":"enterprise","notes":"$60M Series B led by Sapphire Ventures (April 2025); 4x YoY revenue and customer growth; helped secure $495M verdict for TorHoerman Law vs Abbott Labs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:25.823Z","viewCount":5,"createdAt":"2026-05-28T15:08:25.823Z","updatedAt":"2026-05-28T15:08:25.823Z"},{"id":522,"slug":"paxton","name":"Paxton","website":"https://paxton.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["legal-finance"],"description":"AI legal assistant for small and mid-market law firms, providing research, drafting, and case analysis capabilities at accessible price points. Platform integrates with existing firm tools; reports 14x MRR growth and 8x active user growth in first year.","fundingTotal":"$28M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"CEO Tanguy Chau; founded 2023","pricingTier":"enterprise","notes":"$22M Series A led by Unusual Ventures (early 2025); addresses underserved SMB legal market versus Big Law focus of Harvey/Legora; democratizing AI access for 90% of law firms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:26.184Z","viewCount":6,"createdAt":"2026-05-28T15:08:26.184Z","updatedAt":"2026-05-28T15:08:26.184Z"},{"id":517,"slug":"luminance","name":"Luminance","website":"https://www.luminance.com","hqLocation":"London, UK","foundedYear":2015,"category":["legal-finance"],"description":"Legal AI platform using proprietary Legal Pre-trained Transformer (LPT) trained on 150M+ verified legal documents for contract analysis, negotiation, and generation. Flagship product Lumi Go enables AI auto-negotiation of agreements.","fundingTotal":"$165M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Cambridge academics Adam Guthrie (CTO) and Dr. Graham Sills; CEO Eleanor Lightbody; seed-funded by late Dr. Mike Lynch","pricingTier":"enterprise","notes":"$75M Series C led by Point72 (Feb 2025), largest legal AI raise in UK/Europe; positioned as 'legal-grade AI' with defensible proprietary LPT versus GPT-based competitors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:25.561Z","viewCount":6,"createdAt":"2026-05-28T15:08:25.561Z","updatedAt":"2026-05-28T15:08:25.561Z"},{"id":779,"slug":"rwazi","name":"Rwazi","website":"https://www.rwazi.com","hqLocation":"South Africa","foundedYear":2018,"category":["data-analytics"],"description":"AI-powered market intelligence and decision platform providing real-time consumer behavior analytics and predictive recommendations for emerging and developed markets. Bridges gap between household-level data and boardroom decision-making.","fundingTotal":"$12M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2018, Series A led by unnamed growth investors in Jul 2025","pricingTier":"enterprise","notes":"Raised $12M Series A in Jul 2025. Positioned as decision infrastructure for African digital economy. Targets global brands needing hyperlocal insights across fragmented emerging markets.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.561Z","viewCount":4,"createdAt":"2026-05-30T14:02:41.561Z","updatedAt":"2026-05-30T14:02:41.561Z"},{"id":519,"slug":"eudia","name":"Eudia","website":"https://eudia.io","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["legal-finance","enterprise-agents"],"description":"AI platform for in-house corporate legal teams combining legal automation with a buy-and-build strategy for alternative legal service providers. CEO Omar Haroun (ex-Text IQ/Relativity) leads vertical consolidation in legal operations.","fundingTotal":"$105M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"CEO Omar Haroun (exited TextIQ to Relativity in 2021, proven legal tech entrepreneur)","pricingTier":"enterprise","notes":"$105M Series A (Feb 2025) with $75M designated for M&A; unique strategy consolidating fragmented corporate legal services market versus law-firm-focused competitors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:08:25.913Z","viewCount":5,"createdAt":"2026-05-28T15:08:25.913Z","updatedAt":"2026-05-28T15:08:25.913Z"},{"id":525,"slug":"ocell","name":"OCELL","website":"https://www.ocell.io","hqLocation":"Munich, Germany","foundedYear":2021,"category":["climate-sustainability","forestry"],"description":"Munich-based climate-tech startup developing AI-powered digital twins for forest ecosystems to optimize carbon sequestration and predict environmental changes. Uses data modeling to simulate forests, enabling precision forest management and climate resilience planning at scale.","fundingTotal":"€10M (Series A)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20-25 estimated","status":"active","tier":"master-list","whoIsBehind":"Private company, Series A backers not fully disclosed","pricingTier":"enterprise","notes":"Secured €10M Series A funding in 2025 to advance forest carbon sequestration digital twins. Featured in Climate Tech 2025 reports as key player in AI-driven forest management and environmental risk optimization. Model can predict carbon sequestration outcomes.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.667Z","viewCount":0,"createdAt":"2026-05-28T15:09:03.667Z","updatedAt":"2026-05-28T15:09:03.667Z"},{"id":529,"slug":"farmwise","name":"FarmWise","website":"https://www.farmwise.io","hqLocation":"Salinas, California, USA","foundedYear":2017,"category":["agriculture","robotics-physical"],"description":"California-based startup automating farming operations using AI-driven robotics, specifically the Vulcan weeding robot that uses computer vision and machine learning to identify and remove weeds without harming crops. Reduces chemical herbicide use and labor costs while improving crop yields through precision agriculture.","fundingTotal":"$20M+ (Series B+ range)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~80-120 estimated","status":"active","tier":"master-list","whoIsBehind":"Private company, Silicon Valley-based founding team","pricingTier":"enterprise","notes":"Vulcan robot commercial launch (late 2023) achieved notable productivity records: 8+ hectares per shift, $5,000/day cost savings per farmer (reported Nov 2024). Major milestone validating autonomous weeding at scale. Addresses labor shortages while reducing pesticide dependency.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:04.017Z","viewCount":5,"createdAt":"2026-05-28T15:09:04.017Z","updatedAt":"2026-05-28T15:09:04.017Z"},{"id":530,"slug":"aydi","name":"Aydi","website":"https://aydi.ai","hqLocation":"Madrid, Spain","foundedYear":2021,"category":["agriculture"],"description":"Spanish agtech startup developing ORTH, an AI-powered precision agriculture platform for crop monitoring, pest detection, and farm management. Provides both free and paid versions for farmers and agricultural businesses, combining machine learning with drone and satellite imagery.","fundingTotal":"$7.5M (Series A)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~30-40 estimated","status":"active","tier":"master-list","whoIsBehind":"Private company, Spanish founding team","pricingTier":"freemium + SaaS","notes":"Raised $7.5M in Sept 2025 (led by COTU Ventures, Daltex, Nuwa Capital) to expand ORTH platform capabilities and enter new markets. Platform launched at Fruit Attraction trade fair (Oct 2024). Addresses precision agriculture adoption in European specialty crops.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:04.103Z","viewCount":0,"createdAt":"2026-05-28T15:09:04.103Z","updatedAt":"2026-05-28T15:09:04.103Z"},{"id":531,"slug":"qodo","name":"Qodo","website":"https://qodo.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2022,"category":["coding-dev-tools","code-quality"],"description":"AI-assisted code review and code quality platform (formerly CodiumAI). Provides automated review layer across IDE plugins, GitHub/GitLab integrations, and CI/CD pipelines for fast-changing codebases.","fundingTotal":"$51M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"100","status":"active","tier":"master-list","whoIsBehind":"Itamar Friedman, Dedy Kredo; investors include Susa Ventures, Square Peg","pricingTier":"freemium","notes":"<cite index=\"41-2\">Qodo completed a $40 million Series A funding round in 2024 led by Susa Ventures and Square Peg</cite>. <cite index=\"41-6\">Named a visionary in the 2025 Gartner Magic Quadrant for AI coding assistants and recognized by NVIDIA and Anthropic</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:32.589Z","viewCount":5,"createdAt":"2026-05-28T15:09:32.589Z","updatedAt":"2026-05-28T15:09:32.589Z"},{"id":528,"slug":"cinsoil","name":"CinSOIL","website":"https://www.cinsoil.com","hqLocation":"Europe (location not specified)","foundedYear":2019,"category":["agriculture","climate-sustainability"],"description":"AI-driven farm carbon offsetting system measuring and improving soil carbon sequestration using satellite imagery, machine learning algorithms, and soil sampling data. Provides transparent carbon credit reporting and regeneration recommendations for optimal carbon storage while enhancing climate resilience.","fundingTotal":"~$2-5M estimated","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15-20 estimated","status":"active","tier":"master-list","whoIsBehind":"Private company, European-based","pricingTier":"freemium + carbon credits","notes":"Featured in StartUs Insights Top 10 Agriculture AI (2025) and GreyB Top 10 Agtech (2026). Offers customized soil regeneration approaches and enables farmers to engage carbon markets. Uses satellite imagery combined with ML for field-level carbon measurement.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.926Z","viewCount":1,"createdAt":"2026-05-28T15:09:03.926Z","updatedAt":"2026-05-28T15:09:03.926Z"},{"id":532,"slug":"zed-industries","name":"Zed Industries","website":"https://zed.dev","hqLocation":"Boulder, United States","foundedYear":2021,"category":["coding-dev-tools"],"description":"High-performance, collaborative code editor built from the ground up for AI-assisted development. Features GPU-accelerated UI (GPUI), real-time collaboration, and DeltaDB operation-based version control for human-AI agent workflows.","fundingTotal":"$42M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nathan Sobo (creator of Atom); Sequoia Capital lead investor","pricingTier":"freemium","notes":"<cite index=\"21-1,21-3\">Zed Industries raised $32 million in Series B funding led by Sequoia Capital in August 2025, bringing total funding to over $42 million</cite>. <cite index=\"22-11\">Since going open-source in 2024, Zed has grown quickly, attracting 1,100 contributors and more than 150,000 active developers</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:32.854Z","viewCount":4,"createdAt":"2026-05-28T15:09:32.854Z","updatedAt":"2026-05-28T15:09:32.854Z"},{"id":527,"slug":"sinai-technologies","name":"SINAI Technologies","website":"https://www.sinai.com","hqLocation":"San Francisco, USA","foundedYear":2019,"category":["climate-sustainability","enterprise-agents"],"description":"Enterprise-grade AI platform integrating carbon accounting, financial planning, scenario modeling, and execution management for large, carbon-intensive organizations. Supports Scope 1-3 emissions tracking with equipment-level granularity and aligns with global standards (CDP, CSRD, SBTi).","fundingTotal":"$25M+ estimated","latestValuation":null,"revenueArr":"~$5-10M run-rate estimated","profitabilityStatus":null,"headcount":"~50-80 estimated","status":"active","tier":"master-list","whoIsBehind":"Maria Carolina Fujihara (Founder & President), Alain Rodriguez (CTO)","pricingTier":"enterprise","notes":"Launched Generative AI Transition Planner (Nov 2024) that builds full decarbonization roadmaps with automated project recommendations and marginal abatement cost (MACC) curves. Addresses Scope 1-3 emissions with regulation-aligned compliance strategies for capital planning.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.840Z","viewCount":4,"createdAt":"2026-05-28T15:09:03.840Z","updatedAt":"2026-05-28T15:09:03.840Z"},{"id":658,"slug":"antioch","name":"Antioch","website":"https://antioch.ai","hqLocation":"New York, USA (co-founded by Kiwi)","foundedYear":2025,"category":["robotics-physical","ai-infrastructure"],"description":"Cloud simulation platform enabling robotics and autonomous systems companies to develop, test, and deploy AI-powered robots entirely in software. Co-founded by New Zealander Harry Mellsop (ex-Tesla Autopilot engineer) and Stanford alumni, the platform democratizes access to simulation tools previously only available to tech giants like Tesla and Waymo.","fundingTotal":"$15.3M","latestValuation":"$102M","revenueArr":null,"profitabilityStatus":null,"headcount":"9","status":"active","tier":"master-list","whoIsBehind":"Harry Mellsop (co-founder, ex-Tesla), Alex Langshur, Colton Swingle (ex-Google DeepMind), Collin Schlager (ex-Meta Reality Labs)","pricingTier":"enterprise","notes":"Raised pre-seed ($4.3M) in Dec 2024 and seed ($8.5M, $60M valuation) in April 2025. Already working with Fortune 500 robotics firms. Planning Series A of $30-85M before end of 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:48.028Z","viewCount":4,"createdAt":"2026-05-30T13:48:48.028Z","updatedAt":"2026-05-30T13:48:48.028Z"},{"id":786,"slug":"linagora","name":"Linagora","website":"https://linagora.ai","hqLocation":"Issy-les-Moulineaux, France","foundedYear":2000,"category":["foundation-models","enterprise-agents"],"description":"<cite index=\"49-1,49-2\">Linagora is a French open source software editor, founded in June 2000 by Alexandre Zapolsky and Michel-Marie Maudet. Located in France, as well as in Belgium, Canada, Vietnam, the United States and Tunisia, the company employs around 200 people.</cite> <cite index=\"49-4,49-5,49-6\">In July 2023, Linagora launched OpenLLM France, a community comprising many actors focused on generative AI, to develop a sovereign and open source large language model. This initiative, led by co-founder and CEO Michel-Marie Maudet, had more than four hundred French members by early 2024.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"profitable (presumed—established 2000)","headcount":"~200 employees","status":"active","tier":"master-list","whoIsBehind":"<cite index=\"49-10,49-16\">Founded in June 2000 by Alexandre Zapolsky and Michel-Marie Maudet</cite>","pricingTier":"enterprise","notes":"<cite index=\"49-8\">In January 2025, Linagora released Lucie, an open source and sovereign AI.</cite> <cite index=\"51-1\">Now as France 2030 laureate, the consortium embarks on a two-year mission starting in late 2024 to create open generative AI commons, with a particular focus on education and the EdTech sector.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:46.402Z","viewCount":4,"createdAt":"2026-05-30T14:03:46.402Z","updatedAt":"2026-05-30T14:03:46.402Z"},{"id":537,"slug":"conversica","name":"Conversica","website":"https://www.conversica.com","hqLocation":"Foster City, USA","foundedYear":2007,"category":["enterprise-agents","sales-crm"],"description":"Conversica provides AI-powered conversational agents that automate business conversations and lead engagement across email, SMS, and chat. The company's Revenue Digital Assistants engage prospects and customers with personalized, multi-turn conversations to qualify leads, schedule meetings, and drive sales outcomes. Purpose-built for enterprise revenue teams with integrations to Salesforce, HubSpot, and 50+ CRM systems.","fundingTotal":"$132M","latestValuation":"$73.9M","revenueArr":"$24.6M (2024)","profitabilityStatus":null,"headcount":"139","status":"active","tier":"master-list","whoIsBehind":"Founded Ben Brigham (2007); Jim Kaskade (current CEO). Backed by Providence Strategic Growth, Kennet Partners, Toba Capital.","pricingTier":"enterprise","notes":"October 2024 announced major advancement with generative AI-powered agents using OpenAI, Meta, and Google tech. Deployed across 100M+ people globally with 375M+ engagements. 15 years of conversational AI domain expertise.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:02.273Z","viewCount":5,"createdAt":"2026-05-28T15:10:02.273Z","updatedAt":"2026-05-28T15:10:02.273Z"},{"id":659,"slug":"aerobotics","name":"Aerobotics","website":"https://www.aerobotics.io","hqLocation":"Cape Town, South Africa","foundedYear":2014,"category":["ai-infrastructure","data-analytics","agriculture"],"description":"Precision agriculture platform using drone imagery, satellite data, and AI to help farmers optimize crop yields and detect pest/disease issues. Serves 1,000+ farmers across 18 countries using proprietary dataset of 81M+ trees analyzed.","fundingTotal":"$27.1M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"80","status":"active","tier":"master-list","whoIsBehind":"James Paterson (CEO, co-founder), Benji Meltzer (CTO, co-founder)","pricingTier":"freemium","notes":"Series B $17M in Jan 2021 led by Naspers Foundry; last major funding >4 years ago. Shipped flagship Aeroview platform with TrueFruit, DroneScout, and Tree Insights features. Operating in Africa, US, Australia, Europe.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:48.280Z","viewCount":4,"createdAt":"2026-05-30T13:48:48.280Z","updatedAt":"2026-05-30T13:48:48.280Z"},{"id":538,"slug":"workato","name":"Workato","website":"https://www.workato.com","hqLocation":"San Francisco, USA","foundedYear":2014,"category":["enterprise-agents","productivity-workflow","ai-infrastructure"],"description":"Workato is the #1 iPaaS (Integration Platform-as-a-Service) now repositioned around agentic AI orchestration. The platform provides Enterprise MCP (Model Context Protocol) servers that enable AI agents to securely access 1,400+ business applications with governance, connecting agents to Salesforce, Workday, ServiceNow, NetSuite, and more. Agent Studio enables low-code development of enterprise agents called 'Genies' that execute multi-step business processes autonomously.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Kirankumar Anantharam, Raguram Radhakrishnan. Ranked Gartner Magic Quadrant Leader 8 consecutive years.","pricingTier":"enterprise","notes":"Launched 'Workato One' platform in March 2025 with comprehensive agentic orchestration. Acquired DeepConverse (March 2025) for AI search and support automation. Partnerships with Anthropic (MCP) and AWS (Bedrock). Active innovation in 2025 with Agent Studio, Agent Hub, and pre-built AgentX apps.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:02.360Z","viewCount":4,"createdAt":"2026-05-28T15:10:02.360Z","updatedAt":"2026-05-28T15:10:02.360Z"},{"id":1011,"slug":"wispr-flow","name":"Wispr Flow","website":"https://wisprflow.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2021,"category":["voice-audio-music","productivity-workflow"],"description":"Wispr makes Flow, an AI voice-dictation app that turns natural speech into formatted text across desktop and mobile applications. The company positions Flow as the foundation of a broader voice operating system for hands-free computing.","fundingTotal":"$81M","latestValuation":"$700M","revenueArr":"~$10M ARR (estimated)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tanay Kothari (co-founder, CEO), Sahaj Garg (co-founder, CTO)","pricingTier":"freemium","notes":"Raised a $30M Series A led by Menlo Ventures (June 2025) and an additional $25M led by Notable Capital (November 2025) for $81M total, reaching a $700M post-money valuation. Reportedly in talks for a ~$260M round at a ~$2B valuation in May 2026 (not finalized).","sourceConfidence":"reported","lastResearchedAt":"2026-05-31T11:57:01.405Z","viewCount":4,"createdAt":"2026-05-31T11:57:01.405Z","updatedAt":"2026-05-31T11:57:01.405Z"},{"id":751,"slug":"scrut-automation","name":"Scrut Automation","website":"https://www.scrut.io","hqLocation":"Milpitas, USA (India R&D)","foundedYear":2021,"category":["ai-infrastructure"],"description":"AI-powered GRC platform for AI governance compliance automation. Supports 60+ frameworks including ISO 42001, EU AI Act, NIST AI RMF, SOC 2, and ISO 27001. First GRC platform to achieve ISO/IEC 42001:2023 certification in Jan 2025. Targets mid-market and enterprise organizations.","fundingTotal":"$20.6M","latestValuation":"$75M (~₹624Cr as of May 2025)","revenueArr":"~₹78.6Cr (~$9.4M) for FY ending March 2025; 4.6x YoY growth","profitabilityStatus":null,"headcount":"126-184 employees, 14% YoY growth","status":"active","tier":"master-list","whoIsBehind":"Aayush Ghosh Choudhury (CEO & Co-Founder)","pricingTier":"enterprise","notes":"Series A led by Lightspeed Venture Partners and MassMutual Ventures. ISO 42001 certification achieved Feb 2025 validates product-market fit for AI governance automation. Strong 4.6x revenue growth in FY25 indicates customer retention and expansion at Series A stage.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:00.226Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.226Z","updatedAt":"2026-05-30T14:00:00.226Z"},{"id":951,"slug":"starday","name":"Starday","website":"https://www.starday.com","hqLocation":"Scottsdale, Arizona, USA","foundedYear":2021,"category":["ai-infrastructure","writing-content","productivity-workflow"],"description":"AI-driven food innovation platform that uses machine learning to predict unmet consumer needs and rapidly develop new food products for retail distribution. Combines trend analysis, formulation tools, and consumer data to enable product development in months rather than years. Founded in 2021 with a proprietary platform for identifying market whitespace.","fundingTotal":"$20M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Chaz Flexman (CEO), Lena Kwak (Product), Lily Burtis (Data/Platform)","pricingTier":"enterprise","notes":"Raised $11M Series A (April 2025, led by Slow Ventures & Equal Ventures + $3M debt from SVB). Products include Habeya allergen-free crackers and All Day chickpea protein crunch, stocked in Kroger, Target, Whole Foods, Sprouts nationwide with outperformance vs incumbent brands. Launched Starday Innovation B2B partnership offering in September 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:15.065Z","viewCount":4,"createdAt":"2026-05-30T14:29:15.065Z","updatedAt":"2026-05-30T14:29:15.065Z"},{"id":544,"slug":"giga","name":"Giga","website":"https://giga.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["voice-audio-music","enterprise-agents"],"description":"Giga builds enterprise voice AI agents for customer support automation with real-time orchestration capabilities that handle listening, understanding, reasoning, database queries, and response generation within sub-500ms latency. The platform enables companies to deploy production-grade voice agents in under two weeks by ingesting support knowledge bases and historical transcripts to generate policy-compliant, emotionally aware agents.","fundingTotal":"$61M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":"Varun Vummadi (CEO, IIT Kharagpur graduate, Forbes 30 Under 30), Esha Manideep (CTO, IIT Kharagpur graduate, Forbes 30 Under 30)","pricingTier":"enterprise","notes":"<cite index=\"47-1,47-3\">Giga has raised $61 million in Series A funding led by Redpoint Ventures, with participation from Y Combinator and Nexus Venture Partners, and is already working with DoorDash.</cite> <cite index=\"54-2\">DoorDash improved its support workflows with Giga's AI agents in just weeks, now maintaining over 90% DWR (Did We Resolve) rate.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.381Z","viewCount":5,"createdAt":"2026-05-28T15:11:16.381Z","updatedAt":"2026-05-28T15:11:16.381Z"},{"id":21,"slug":"databricks","name":"Databricks","website":"https://databricks.com","hqLocation":"San Francisco, CA, USA","foundedYear":2013,"category":["data-analytics","ai-infrastructure"],"description":"Data Intelligence Platform (Delta Lake, Unity Catalog) with Mosaic AI, Agent Bricks, and Lakebase Postgres.","fundingTotal":"Not fully disclosed","latestValuation":null,"revenueArr":"$5.4B ARR (Jan 2026); AI products $1.4B run-rate","profitabilityStatus":"Free cash flow positive (2025)","headcount":"Not separately reported","status":"active","tier":"deep-profile","whoIsBehind":null,"pricingTier":null,"notes":"Acquired Neon for $1B. 800+ customers above $1M ACV, 70+ above $10M.","sourceConfidence":"reported","lastResearchedAt":null,"viewCount":13,"createdAt":"2026-05-23T15:02:12.374Z","updatedAt":"2026-05-23T15:02:12.374Z"},{"id":660,"slug":"cyera","name":"Cyera","website":"https://www.cyera.com","hqLocation":"Tel Aviv, Israel","foundedYear":2021,"category":["enterprise-agents","data-analytics"],"description":"AI-powered data security platform that converges DSPM, DLP, and identity management. Deployed by 20% of Fortune 500. Raised $1.7B+ total across three rounds in 12 months, reaching $9B valuation in January 2026. Generates ARR >$100M.","fundingTotal":"$1.7B+","latestValuation":"$9B","revenueArr":"~$100M+","profitabilityStatus":"Profitable trajectory","headcount":"~1,100","status":"active","tier":"master-list","whoIsBehind":"Yotam Segev (CEO), Tamar Bar-Ilan (CTO)","pricingTier":"enterprise","notes":"Series F funding of $400M in January 2026 led by Blackstone. 3.4x revenue growth YoY. Expanded to 15 countries and secured 20% Fortune 500 adoption including AT&T, Chipotle, Nordstrom.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:17.947Z","viewCount":3,"createdAt":"2026-05-30T13:49:17.947Z","updatedAt":"2026-05-30T13:49:17.947Z"},{"id":545,"slug":"lemon-slice","name":"Lemon Slice","website":"https://lemonslice.ai","hqLocation":"USA","foundedYear":2024,"category":["video-generation"],"description":"Lemon Slice develops interactive AI avatar technology using large-scale video diffusion transformers to generate real-time conversational video characters from still images. The flagship Lemon Slice-2 model enables users to upload photos and immediately engage in live video calls with emotionally expressive, interactive avatars powered by full-body motion and facial animation generation.","fundingTotal":"$10.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"15+","status":"active","tier":"master-list","whoIsBehind":"Lina Colucci (CEO), Sidney Primas, Andrew Weitz (Y Combinator Winter 2024)","pricingTier":"api","notes":"<cite index=\"31-1,31-2,31-3\">Lemon Slice launched and announced $10.5 million in seed funding, with money used to scale up its real-time interactive avatar technology and drive broader commercial adoption of its API and embedded avatar products.</cite> <cite index=\"31-5,31-6\">Lemon Slice offers advanced AI video avatar technology that can transform a single still image into a fully interactive, conversational video character.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.466Z","viewCount":7,"createdAt":"2026-05-28T15:11:16.466Z","updatedAt":"2026-05-28T15:11:16.466Z"},{"id":546,"slug":"valkaai","name":"ValkaAI","website":"https://valkaaI.com","hqLocation":"Prague, Czech Republic","foundedYear":2024,"category":["video-generation"],"description":"ValkaAI develops real-time interactive digital avatar technology combining visual quality with true real-time interactivity. The platform creates fully controllable digital humans that respond in real time with controllable emotional expression, designed for applications like esports and sports commentary where avatars react to gameplay in real time across 99+ languages.","fundingTotal":"€12M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~45","status":"active","tier":"master-list","whoIsBehind":"Vlastimil Venclík, Miloš Lokajíček (founders); teams include researchers from Meta and DeepMind","pricingTier":"enterprise","notes":"<cite index=\"35-4,35-5\">ValkaAI raised €12 million in a pre-seed funding round to build lifelike, real-time digital humans that can interact with users at scale, led by Rockaway Ventures with participation from J&T Ventures, Tensor Ventures, BD Partners, and others.</cite> <cite index=\"35-12\">Its first products are AI commentators for esports and sports that react to gameplay in real time and speak in the viewer's language.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.551Z","viewCount":4,"createdAt":"2026-05-28T15:11:16.551Z","updatedAt":"2026-05-28T15:11:16.551Z"},{"id":547,"slug":"akool","name":"Akool","website":"https://akool.com","hqLocation":"Palo Alto, USA","foundedYear":2020,"category":["video-generation"],"description":"Akool is an AI video platform generating digital avatars and video personalization tools. The company created specialized human models for realistic avatar generation and video translation, enabling streaming avatars for real-time conversations and multi-language video dubbing with synchronized mouth movements. Ranked #1 on Inc. 5000 list for 2025 growth.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$40M","profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":"Jeff Lu (CEO and founder, ex-Apple Face ID, ex-Google Cloud)","pricingTier":"consumer | enterprise","notes":"<cite index=\"32-3,32-19\">Akool surfed the AI tsunami to the top spot on the 2025 Inc. 5000 list and has shaped itself into a nearly $40 million business by providing companies with AI-powered avatars.</cite> <cite index=\"32-25,32-27\">Two features particularly took off: streaming avatars for real-time conversations and video translation tools, with 30% of business coming from video translation.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.640Z","viewCount":5,"createdAt":"2026-05-28T15:11:16.640Z","updatedAt":"2026-05-28T15:11:16.640Z"},{"id":613,"slug":"formation-bio","name":"Formation Bio","website":"https://formationbio.com","hqLocation":"New York, United States","foundedYear":2017,"category":["healthcare","drug-discovery","clinical-trials"],"description":"Formation Bio uses AI to accelerate drug development timelines and de-risk clinical programs through predictive modeling and patient selection. The company raised $372M in a Series D round led by Andreessen Horowitz in 2024.","fundingTotal":"$600M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andreessen Horowitz, Khosla Ventures, Google Ventures, Section 32","pricingTier":"enterprise","notes":"Flagship deal in clinical trial AI; operates at intersection of drug discovery and payer workflows. Platform used by major pharma partners for trial design and patient stratification.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:16.618Z","viewCount":4,"createdAt":"2026-05-28T15:27:16.618Z","updatedAt":"2026-05-28T15:27:16.618Z"},{"id":1008,"slug":"commure","name":"Commure","website":"https://www.commure.com","hqLocation":"Mountain View, CA, USA","foundedYear":2017,"category":["healthcare","enterprise-agents"],"description":"Commure builds an AI-powered operating system for healthcare providers, spanning ambient clinical documentation, revenue cycle management (RCM), and practice operations. It runs across hundreds of health systems and integrates with dozens of electronic health record (EHR) systems.","fundingTotal":null,"latestValuation":"$7B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tanay Tandon (CEO, ex-Athelas); backed by General Catalyst (Hemant Taneja)","pricingTier":"enterprise","notes":"Merged with healthcare automation firm Athelas in October 2023. Raised $70M at a $7B post-money valuation in May 2026 (General Catalyst, Sequoia, Morgan Stanley), after $200M in customer-value-fund growth financing from General Catalyst in 2025. Operates inside 500+ healthcare organizations across 3,000+ sites of care and 60+ EHRs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-31T11:57:01.405Z","viewCount":2,"createdAt":"2026-05-31T11:57:01.405Z","updatedAt":"2026-05-31T11:57:01.405Z"},{"id":549,"slug":"persona-ai","name":"Persona AI","website":"https://www.personaai.io","hqLocation":"Houston, Texas, USA","foundedYear":2024,"category":["robotics-physical"],"description":"Houston-based humanoid robot developer building industrial-grade robots for shipbuilding, manufacturing, and construction. Persona AI specializes in dexterous manipulation using NASA robotic hand IP, with robots designed for unstructured, hazardous environments. The company operates a robotics-as-a-service (RaaS) business model and has secured commitments from HD Hyundai to deploy robots into shipyards.","fundingTotal":"$27M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~46","status":"active","tier":"master-list","whoIsBehind":"Nic Radford (CEO, ex-Nauticus/NASA), Jerry Pratt (CTO, ex-Figure AI), Jide Akinyode (COO, ex-Nauticus)","pricingTier":"enterprise","notes":"Closed $27M oversubscribed pre-seed in May 2025 led by Unity Growth and Tides Ventures. First customer agreement signed with HD Hyundai for 18-month delivery timeline. Co-founded by roboticists with NASA and 15+ years of dexterous robotics expertise.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:58.759Z","viewCount":7,"createdAt":"2026-05-28T15:11:58.759Z","updatedAt":"2026-05-28T15:11:58.759Z"},{"id":662,"slug":"classiq","name":"Classiq","website":"https://www.classiq.io","hqLocation":"Tel Aviv, Israel","foundedYear":2020,"category":["ai-infrastructure"],"description":"Quantum computing software company building OS and development environment for translating high-level goals into quantum circuits. Raised $110M+ Series A in May 2025. Partnerships with NVIDIA, Microsoft, AWS. Enterprise customers: BMW, Comcast, Rolls-Royce, Citi, SoftBank.","fundingTotal":"$110M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~100 (75% based in Israel)","status":"active","tier":"master-list","whoIsBehind":"Nir Minerbi (CEO), Amir Naveh (CPO), Dr. Yehuda Naveh (CTO)","pricingTier":"enterprise","notes":"Raised $110M Series A in May 2025. Provides quantum OS for enterprises to prepare for quantum computing maturity. Strategic integrations with major cloud providers and chip manufacturers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:18.281Z","viewCount":3,"createdAt":"2026-05-30T13:49:18.281Z","updatedAt":"2026-05-30T13:49:18.281Z"},{"id":661,"slug":"quantum-art","name":"Quantum Art","website":"https://www.quantum-art.tech","hqLocation":"Ness Ziona, Israel","foundedYear":2022,"category":["ai-infrastructure","hardware-devices"],"description":"Trapped-ion quantum computing company developing full-stack quantum systems targeting 1,000+ qubits. Raised $150M including $100M Series A plus $40M extension, positioning it as leading Israeli quantum player. Partners with leading institutes.","fundingTotal":"$150M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~60","status":"active","tier":"master-list","whoIsBehind":"Prof. Roee Ozeri (CSO), Tal David (CEO), Amit Ben Kish","pricingTier":null,"notes":"Extended Series A to $140M in April 2026 from $100M announced December 2025. Developing Perspective 1,000-qubit multi-core system. Backed by Bedford Ridge Capital, Battery, Destra, Harel Insurance, Weizmann Institute.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:18.191Z","viewCount":4,"createdAt":"2026-05-30T13:49:18.191Z","updatedAt":"2026-05-30T13:49:18.191Z"},{"id":551,"slug":"astribot","name":"Astribot","website":"https://www.astribot.com","hqLocation":"Shenzhen, China","foundedYear":2024,"category":["robotics-physical"],"description":"Shenzhen-based humanoid robotics subsidiary of Stardust Intelligence. Astribot develops the S1 dual-arm humanoid robot with industrial-grade precision (±0.1mm), superhuman speed (≥10 m/s), and whole-body imitation learning framework. S1 combines wheeled base for mobility with parallel-jaw grippers and dual arms for dexterous manipulation.","fundingTotal":"undisclosed (Series A 2025)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Lai Jie (Founder, ex-Tencent Robotics Lab, Baidu, Hong Kong Polytechnic)","pricingTier":"enterprise","notes":"Series A closed April 2025 with Matrix, Ant Group, Yunqi Partners. Debuted at World Robot Conference Beijing Aug 2024. Published landmark arXiv paper (July 2025) detailing Astribot Suite framework. S1 priced $96K–$150K; targets research labs, enterprise pilots, manufacturing. Demonstrated superhuman dexterity in viral videos (bottle-opening, tablecloth pull).","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:59.098Z","viewCount":4,"createdAt":"2026-05-28T15:11:59.098Z","updatedAt":"2026-05-28T15:11:59.098Z"},{"id":663,"slug":"ivix","name":"IVIX","website":"https://www.ivix.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2020,"category":["legal-finance","enterprise-agents"],"description":"AI-powered financial crime detection platform for governments and law enforcement. Uses LLMs and graph analytics to identify money laundering, sanctions evasion, tax evasion. Raised $85M total including $60M Series B in August 2025. Deployed in US, Europe, Asia.","fundingTotal":"$85M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~60 (planning to double)","status":"active","tier":"master-list","whoIsBehind":"Mattan Fattal (CEO), Doron Passov (CPO)","pricingTier":"enterprise","notes":"Series B of $60M raised August 2025 led by O.G. Venture Partners (Eyal Ofer). Helps authorities identify billions in offshore assets. Plans to double workforce to 150 employees. Expanding globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:18.369Z","viewCount":3,"createdAt":"2026-05-30T13:49:18.369Z","updatedAt":"2026-05-30T13:49:18.369Z"},{"id":535,"slug":"sweep","name":"Sweep","website":"https://sweep.dev","hqLocation":"Unknown","foundedYear":2023,"category":["coding-dev-tools"],"description":"AI coding assistant optimized for JetBrains IDEs (PyCharm, IntelliJ, etc.). Features next-edit autocomplete, agentic task automation, and codebase-wide context awareness. Uses proprietary LLMs for code analysis and generation.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kevin Luo (CEO); William Suryawan (co-founder)","pricingTier":"freemium","notes":"<cite index=\"30-15,30-18\">Sweep has 4.9 stars with 40k+ installs on the JetBrains marketplace</cite>. <cite index=\"30-13\">Sweep uses proprietary LLMs for unmatched price, performance, and security with no code retained by third parties</cite>.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-28T15:09:33.117Z","viewCount":5,"createdAt":"2026-05-28T15:09:33.117Z","updatedAt":"2026-05-28T15:09:33.117Z"},{"id":563,"slug":"arago","name":"Arago","website":"https://arago-tech.com","hqLocation":"Paris, France","foundedYear":2024,"category":["hardware-devices","ai-infrastructure"],"description":"Arago develops photonic AI accelerators using hybrid digital, analog, and optical design for energy-efficient, high-throughput AI workloads. Its deterministic architecture maximizes memory transfer efficiency and includes PyTorch-compatible software stack.","fundingTotal":"$26M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2024; team background in photonics/optical computing","pricingTier":"enterprise","notes":"Seed round led by Earlybird Venture Capital in Q3 2025; R&D stage with focus on optical AI acceleration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:13:58.456Z","viewCount":4,"createdAt":"2026-05-28T15:13:58.456Z","updatedAt":"2026-05-28T15:13:58.456Z"},{"id":664,"slug":"q-factor","name":"Q-Factor","website":"https://q-factor.tech","hqLocation":"Israel","foundedYear":2026,"category":["ai-infrastructure","hardware-devices"],"description":"Stealth quantum computing startup building neutral atom-based quantum computer targeting 1M+ qubits. Emerged April 2026 with $24M seed from NFX, TPY Capital, Intel Capital. Founded by physicists from Weizmann and Technion. Unique technology approach.","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15-20 (est.)","status":"active","tier":"master-list","whoIsBehind":"Prof. Nir Davidson (Weizmann), Prof. Ofer Firstenberg (Weizmann), Prof. Yoav Sagi (Technion), Guy Raz","pricingTier":null,"notes":"Emerged from stealth April 2026 with $24M seed. Focuses on neutral atom technology as alternative to trapped ions. Backed by Intel Capital and leading Israeli academic institutions. Represents next wave of quantum computing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:18.452Z","viewCount":4,"createdAt":"2026-05-30T13:49:18.452Z","updatedAt":"2026-05-30T13:49:18.452Z"},{"id":562,"slug":"enfabrica","name":"Enfabrica","website":"https://www.enfabrica.io","hqLocation":"San Jose, USA","foundedYear":2019,"category":["hardware-devices","ai-infrastructure"],"description":"Enfabrica designs high-bandwidth network interface controller fabric optimized for accelerated computing clusters. Its Accelerated Compute Fabric (ACF) SuperNIC chips provide multi-port 800-Gigabit-Ethernet connectivity for GPU servers in AI data centers.","fundingTotal":"$115M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Multiple founders in interconnect/networking space","pricingTier":"enterprise","notes":"Series C funding led by Spark Capital in Q4 2024; SuperNIC 3.2 Tbps chip available Q1 2025 for production ramp.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:13:58.194Z","viewCount":5,"createdAt":"2026-05-28T15:13:58.194Z","updatedAt":"2026-05-28T15:13:58.194Z"},{"id":1010,"slug":"tennr","name":"Tennr","website":"https://www.tennr.com","hqLocation":"New York, NY, USA","foundedYear":2021,"category":["healthcare","enterprise-agents"],"description":"Tennr automates the patient referral process for healthcare providers, using an orchestration engine paired with specialized language models (RaeLM) to parse faxed and scanned medical documents against payer criteria. Its Tennr Network adds a coordination layer for referral status visibility.","fundingTotal":null,"latestValuation":"$605M","revenueArr":"eight-figure revenue (reported)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Trey Holterman (co-founder, CEO), Diego Baugh, Tyler Johnson","pricingTier":"enterprise","notes":"Raised a $101M Series C in June 2025 led by IVP at a $605M valuation, with Andreessen Horowitz, Lightspeed, GV, ICONIQ, Foundation Capital, and Frank Slootman. Processes 10M+ documents per month; revenue reportedly tripled versus its October 2024 Series B.","sourceConfidence":"reported","lastResearchedAt":"2026-05-31T11:57:01.405Z","viewCount":2,"createdAt":"2026-05-31T11:57:01.405Z","updatedAt":"2026-05-31T11:57:01.405Z"},{"id":564,"slug":"speedata","name":"Speedata","website":"https://www.speedata.io","hqLocation":"Tel Aviv, Israel","foundedYear":2019,"category":["hardware-devices","ai-infrastructure"],"description":"Speedata develops an Analytics Processing Unit (APU) designed to accelerate big data analytics and AI workloads. Its APU targets Apache Spark workloads and other major data analytics platforms with specialized hardware acceleration.","fundingTotal":"$114M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2019; team with data systems expertise","pricingTier":"enterprise","notes":"Series B round of $44M in June 2025 led by Walden Catalyst Ventures; total $114M capital raised; claims APU outperforms GPU on Spark workloads.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:13:58.538Z","viewCount":4,"createdAt":"2026-05-28T15:13:58.538Z","updatedAt":"2026-05-28T15:13:58.538Z"},{"id":561,"slug":"genmo","name":"Genmo","website":"https://genmo.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["video-generation","image-generation"],"description":"AI-powered creative content platform developing open-source models for video and image generation. Released Mochi 1, a 10-billion-parameter open-source text-to-video model with strong prompt adherence and motion quality, available under Apache 2.0 license.","fundingTotal":"$28.4M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paras Jain (CEO), Ajay Jain (co-founder); advisors include Ion Stoica, Joey Gonzalez, Pieter Abbeel","pricingTier":"freemium","notes":"Raised $28.4M Series A led by NEA in October 2024. Mochi 1 released as largest open-source video model at 10B parameters with claimed performance comparable to Runway Gen-3 Alpha and Luma Dream Machine.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:13:34.601Z","viewCount":5,"createdAt":"2026-05-28T15:13:34.601Z","updatedAt":"2026-05-28T15:13:34.601Z"},{"id":559,"slug":"ask-sage","name":"Ask Sage","website":"https://asksage.ai","hqLocation":"Arlington, Virginia, USA","foundedYear":2021,"category":["defense-government","ai-infrastructure"],"description":"Ask Sage provides government-grade software interfaces for securely querying approved commercial large language models (LLMs) and running AI agents on classified networks. The company specializes in RAG (Retrieval-Augmented Generation) for defense and intelligence agencies.","fundingTotal":"Not disclosed","latestValuation":"Not disclosed","revenueArr":"~$20M+ estimated","profitabilityStatus":"Private","headcount":"~30–50","status":"active","tier":"master-list","whoIsBehind":"Specialized defense AI team; 65% Pentagon customer base","pricingTier":"enterprise","notes":"Pentagon specialist with ~65% DoD business. Featured in Fortune (April 2026) as key infrastructure player enabling secure LLM deployment on classified networks. Part of emerging ecosystem of infrastructure companies supporting defense AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:12:37.276Z","viewCount":6,"createdAt":"2026-05-28T15:12:37.276Z","updatedAt":"2026-05-28T15:12:37.276Z"},{"id":560,"slug":"blue-water-autonomy","name":"Blue Water Autonomy","website":"https://bluewater-autonomy.com","hqLocation":"Boston, Massachusetts, USA","foundedYear":2024,"category":["robotics-physical","defense-government"],"description":"Blue Water Autonomy develops autonomous unmanned surface vehicles (USVs) for naval missions, designing 100-foot autonomous warships for the U.S. Navy. The company focuses on long-range autonomous naval logistics, surveillance, and defense operations without risking human personnel.","fundingTotal":"$14M","latestValuation":"Not disclosed","revenueArr":"Not disclosed","profitabilityStatus":"Private","headcount":"~25–40 estimated","status":"active","tier":"master-list","whoIsBehind":"Navy officers and veterans from Amazon Robotics and iRobot","pricingTier":"enterprise","notes":"Emerged from stealth April 2025 with $14M seed funding. Designing modular 100-foot autonomous warships for Navy logistics and surveillance; plans mass production in small commercial shipyards (~50 ships/year capacity). Addresses critical gap in autonomous maritime systems.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:12:37.363Z","viewCount":5,"createdAt":"2026-05-28T15:12:37.363Z","updatedAt":"2026-05-28T15:12:37.363Z"},{"id":566,"slug":"sensetime","name":"SenseTime","website":"https://www.sensetime.com","hqLocation":"Hong Kong, China","foundedYear":2014,"category":["foundation-models","image-generation","video-generation","enterprise-agents"],"description":"China's leading computer vision company founded by Tang Xiao'ou and Li Xu, SenseTime pivoted decisively to generative AI. In 2025, generative AI revenue surged 51% to 3.63B yuan (~$527M), comprising 70%+ of total revenue. The company achieved first positive EBITDA post-IPO in H2 2025 with SenseNova multimodal LLM and enterprise productivity tools (Raccoon series).","fundingTotal":"$2.82B+","latestValuation":"~$15B+ (public: 0020.HK)","revenueArr":"~$728M (2025)","profitabilityStatus":"First positive EBITDA H2 2025","headcount":"~1,887","status":"active","tier":"master-list","whoIsBehind":"Li Xu (Co-founder/CEO), Wang Xiaogang, Lin Dahua; state backing via China Internet Investment Fund","pricingTier":"enterprise","notes":"Achieved 36% YoY revenue growth in H1 2025 driven by generative AI applications. SenseNova V6.5 multimodal real-time interaction hours grew 510% YoY. Raccoon productivity tools surpassed 3M users. Major structural pivot from surveillance to AI applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:15:48.885Z","viewCount":5,"createdAt":"2026-05-28T15:15:48.885Z","updatedAt":"2026-05-28T15:15:48.885Z"},{"id":552,"slug":"hello-robot","name":"Hello Robot","website":"https://hello-robot.com","hqLocation":"Martinez, California, USA","foundedYear":2017,"category":["robotics-physical"],"description":"Martinez-based robotics company pioneering mobile manipulation for home and healthcare. Stretch platform is a lightweight, wheeled mobile manipulator with a telescoping arm, omnidirectional base, and 3D sensing. Open-source design targets assistive care (ALS, mobility impairment), research, and enterprise applications.","fundingTotal":"undisclosed (NSF/NIH grants + VC)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"small team","status":"active","tier":"master-list","whoIsBehind":"Aaron Edsinger (CEO, ex-Google Robotics), Charlie Kemp (CTO, ex-Georgia Tech/CMU)","pricingTier":"enterprise | api","notes":"Stretch 4 launched May 2026 ($29,950). Earned $2.5M NIH Phase II grant (2023) + $400K ALS Association investment (2024). 110,000+ autonomous elevator rides in hospitals. Open developer platform with 14+ countries represented. Deployed in 25+ hospital facilities; real-world home assistive robotics trial ongoing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:59.189Z","viewCount":6,"createdAt":"2026-05-28T15:11:59.189Z","updatedAt":"2026-05-28T15:11:59.189Z"},{"id":573,"slug":"bioage-labs","name":"BioAge Labs","website":"https://www.bioagelabs.com","hqLocation":"San Francisco, California","foundedYear":2017,"category":["drug-discovery","healthcare"],"description":"AI-driven therapeutics company researching molecular pathways that contribute to aging and healthspan. Uses systems biology and machine learning trained on clinical and molecular data from thousands of patients to develop novel small-molecule therapeutics for aging-related diseases, oncology, and CNS disorders.","fundingTotal":"$408M+ (Series D + IPO proceeds)","latestValuation":"$1B+ (post-IPO, 2025)","revenueArr":null,"profitabilityStatus":"Cash runway through 2029","headcount":"~150-200 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Kristen Fortney (Co-founder, CEO); Sofinnova Investments (Series D lead); NASDAQ-listed","pricingTier":"enterprise","notes":"Series D ($170M, 2025) led by Sofinnova. Followed by NASDAQ IPO + private placement ($238.3M). Two lead candidates in clinical development: APJ agonists and NLRP3 inhibitors (BGE-102). Phase 1 data anticipated end of 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:17:22.475Z","viewCount":4,"createdAt":"2026-05-28T15:17:22.475Z","updatedAt":"2026-05-28T15:17:22.475Z"},{"id":569,"slug":"bilibili","name":"Bilibili","website":"https://www.bilibili.com","hqLocation":"Shanghai, China","foundedYear":2009,"category":["video-generation","image-generation","coding-dev-tools","productivity-workflow"],"description":"China's leading youth-oriented video platform (376M MAU) launched AI Creation Partner suite in Q1 2024, enabling creators to generate avatars, auto-edit videos, and produce AI voiceovers. Bilibili's InsightAgent (powered by Qwen AI) improved ad deal efficiency 5x in 2024. The platform generated 80M+ monthly AI-content viewers, with 90%+ domestic AI companies choosing Bilibili for user communication.","fundingTotal":null,"latestValuation":"Public (NASDAQ: BILI)","revenueArr":"~$2.5B+ (estimated)","profitabilityStatus":"Approaching profitability","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Chen Rui (CEO), Xu Yixin (COO)","pricingTier":"freemium","notes":"In Q3 2025, watch time for AI-related content jumped 50% YoY. B-Data AI marketing analytics platform rolled out with real-time targeting. Text-to-image, image-to-image, and avatar live-streaming tools deployed. AI ad-generated titles with trending memes boosted CTR by 15%.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:15:49.148Z","viewCount":6,"createdAt":"2026-05-28T15:15:49.148Z","updatedAt":"2026-05-28T15:15:49.148Z"},{"id":574,"slug":"truveta","name":"Truveta","website":"https://www.truveta.com","hqLocation":"Seattle, Washington","foundedYear":2023,"category":["drug-discovery","healthcare"],"description":"Builds the world's largest and most diverse database of genotypic and phenotypic patient information to accelerate drug discovery and precision medicine. Aggregates real-world clinical and genomic data from healthcare providers to train AI models for patient stratification, biomarker discovery, and clinical trial recruitment.","fundingTotal":"$320M+","latestValuation":"~$1B+ (estimated post-Series C)","revenueArr":null,"profitabilityStatus":null,"headcount":"~100-150 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Backed by General Catalyst, Flagship Pioneering, Sequoia Capital, healthcare providers","pricingTier":"enterprise","notes":"Series C ($320M, Jan 2025) launched company publicly. Positioned as foundational data infrastructure for precision medicine and drug discovery. One of largest digital health funding rounds of 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:17:22.730Z","viewCount":5,"createdAt":"2026-05-28T15:17:22.730Z","updatedAt":"2026-05-28T15:17:22.730Z"},{"id":570,"slug":"capcut-bytedance-jianying","name":"CapCut (ByteDance Jianying)","website":"https://www.capcut.com","hqLocation":"Beijing, China","foundedYear":2019,"category":["video-generation","video-editing","design-creative"],"description":"ByteDance's video editor CapCut (branded as Jianying in China) is the world's most popular mobile video editor with 200M+ monthly active users and 81% market share in mobile video editing. Integrated with Seedance 2.0 AI video generation model and Jimeng AI text-to-video platform. Reached 323M MAU in July 2024 as global AI app download leader. Generates videos in under 60 seconds with 85%+ user satisfaction.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$100M+ (estimated)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"ByteDance (parent company), operates under Jianying business unit","pricingTier":"freemium","notes":"Dreamina Seedance 2.0 launched March 2026 with multimodal audio-video generation. Jimeng AI 3.0 delivers 2K output with 98% text accuracy, 3x faster than competitors. CapCut for Business enables ad script generation. API pricing: ~$0.50 per 5-second video.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:15:49.236Z","viewCount":6,"createdAt":"2026-05-28T15:15:49.236Z","updatedAt":"2026-05-28T15:15:49.236Z"},{"id":665,"slug":"above-security","name":"Above Security","website":"https://www.above.security","hqLocation":"Tel Aviv, Israel","foundedYear":2025,"category":["enterprise-agents","defense-government"],"description":"AI agent cybersecurity platform tackling insider threats and identity security at enterprise scale. Raised $43-50M Series A (reported $186M NIS / ~$50M USD) within 8 months with only 10 employees. Exceptional product-market fit and revenue traction.","fundingTotal":"$43-50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Revenue-generating","headcount":"~10","status":"active","tier":"master-list","whoIsBehind":"Aviv Nahum, Amir Boldo (serial entrepreneurs)","pricingTier":"enterprise","notes":"Series A of $43-50M raised early 2026 from top-tier VCs. Selected for 2026 CrowdStrike/AWS/NVIDIA Accelerator. Demonstrates strong early-stage traction in AI agent security market. Expected acquisition interest from major cybersecurity players.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:18.539Z","viewCount":5,"createdAt":"2026-05-30T13:49:18.539Z","updatedAt":"2026-05-30T13:49:18.539Z"},{"id":577,"slug":"darrow","name":"Darrow","website":"https://darrow.ai","hqLocation":"Tel Aviv, Israel / New York, USA","foundedYear":2021,"category":["legal-finance"],"description":"AI platform for identifying and evaluating litigation opportunities by analyzing legal data, evidence, and case precedents. Helps law firms discover high-value disputes and assess case viability using predictive analytics and pattern recognition across legal datasets.","fundingTotal":"$60 million","latestValuation":"not disclosed","revenueArr":"not disclosed","profitabilityStatus":null,"headcount":"not disclosed","status":"active","tier":"master-list","whoIsBehind":"founded by team with Georgian Partners backing","pricingTier":"enterprise","notes":"Series B: $35M in 2023 (total $60M). Led by Georgian with participation from F2 Venture Capital, Entree Capital, NFX, Y Combinator. Focuses on litigation discovery and case evaluation with proprietary legal data analytics.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:17:55.316Z","viewCount":6,"createdAt":"2026-05-28T15:17:55.316Z","updatedAt":"2026-05-28T15:17:55.316Z"},{"id":578,"slug":"terrana-biosciences","name":"Terrana Biosciences","website":"https://terranabio.com","hqLocation":"Cambridge, United States","foundedYear":2021,"category":["agriculture","climate-resilience","biotechnology"],"description":"RNA-based agricultural platform company pioneering crop protection and yield solutions using proprietary RNA technology and advanced AI/computational models. Delivers adaptive solutions responsive to climate variability without genome modification, with 15+ product candidates in pipeline.","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~49","status":"active","tier":"master-list","whoIsBehind":"Flagship Pioneering (founder), Noubar Afeyan (CEO), Ignacio Martinez (Executive Chairman)","pricingTier":"enterprise","notes":"Emerged from stealth July 2025 with $50M initial commitment from Flagship. Uses AI to design novel crop trait libraries; demonstrated proof-of-concept in tomatoes, corn, soy. Addresses crop disease, pest resistance, and climate adaptation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.337Z","viewCount":0,"createdAt":"2026-05-28T15:18:28.337Z","updatedAt":"2026-05-28T15:18:28.337Z"},{"id":582,"slug":"tomorrow-io","name":"Tomorrow.io","website":"https://www.tomorrow.io","hqLocation":"Boston, United States","foundedYear":2017,"category":["climate-risk","weather-prediction","agriculture"],"description":"Climate technology company providing real-time AI-powered weather forecasting and climate risk prediction services. Integrates hyperlocal weather data with predictive models to help agriculture, supply chain, and energy sectors mitigate climate threats.","fundingTotal":"$175M+ (Series F 2025)","latestValuation":"$1B+","revenueArr":"undisclosed","profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"leadership team undisclosed","pricingTier":"enterprise","notes":"Series F closed February 2025 at $1B+ valuation (co-led by Stonecourt Capital, HarbourVest Partners). Widely deployed across agriculture supply chains for risk prediction and adaptation planning.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.848Z","viewCount":1,"createdAt":"2026-05-28T15:18:28.848Z","updatedAt":"2026-05-28T15:18:28.848Z"},{"id":583,"slug":"inari","name":"Inari","website":"https://inari.bio","hqLocation":"Cambridge, United States","foundedYear":2017,"category":["agriculture","climate-resilience","gene-editing"],"description":"AI-powered seed genetics platform using machine learning and high-throughput gene editing to accelerate breeding of climate-resilient, lower-carbon crops. Proprietary SEEDesign platform identifies and combines optimal plant traits for sustainability.","fundingTotal":"$144M (2025)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"founding team backed by leading ag/climate investors","pricingTier":"enterprise","notes":"Recent $144M funding round in 2025 focused on AI-driven crop optimization for carbon reduction and climate adaptation. Portfolio includes partnerships across specialty/row crops.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.940Z","viewCount":1,"createdAt":"2026-05-28T15:18:28.940Z","updatedAt":"2026-05-28T15:18:28.940Z"},{"id":580,"slug":"halter","name":"Halter","website":"https://halter.ai","hqLocation":"Auckland, New Zealand","foundedYear":2017,"category":["agriculture","livestock-management","robotics-physical"],"description":"AI-powered virtual fencing system combining solar-powered smart collars, ranch management tower, and mobile app for real-time herd monitoring and adaptive grazing. Reduces labor dependency while improving animal welfare and pasture productivity.","fundingTotal":"$165M (Series D 2025)","latestValuation":"$1.65B","revenueArr":"undisclosed","profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"Andrew Fraser (President), co-founders undisclosed","pricingTier":"enterprise","notes":"Raised $165M Series D in 2025 at $1.65B valuation; recently entered US market. Secured partnership with US Bureau of Land Management for virtual fencing on public lands. Featured in TIME Best Inventions 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.672Z","viewCount":6,"createdAt":"2026-05-28T15:18:28.672Z","updatedAt":"2026-05-28T15:18:28.672Z"},{"id":579,"slug":"nofence","name":"Nofence","website":"https://nofence.com","hqLocation":"Oslo, Norway","foundedYear":2017,"category":["agriculture","livestock-management","robotics-physical"],"description":"Virtual fencing platform using GPS-enabled solar-powered collars and AI-driven mobile app for precise, remote livestock management without physical barriers. Enables adaptive grazing, labor savings, and pasture optimization with 99.3% containment accuracy.","fundingTotal":"$35M+ (Series B 2025)","latestValuation":null,"revenueArr":"undisclosed","profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"Joachim Kähler (CEO), Marielle Hvide (CCO), Egil Anonsen (CTO)","pricingTier":"enterprise","notes":"Series B round described as Europe's largest agtech funding round in 2025. 150,000 collars deployed globally; expanding US/EU markets. Recent upgrades improved rural connectivity via collar-to-collar communication system.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.587Z","viewCount":6,"createdAt":"2026-05-28T15:18:28.587Z","updatedAt":"2026-05-28T15:18:28.587Z"},{"id":585,"slug":"pieces","name":"Pieces","website":"https://pieces.app","hqLocation":"Cincinnati, Ohio, USA","foundedYear":2020,"category":["coding-dev-tools","productivity-workflow"],"description":"Pieces is an on-device AI coding assistant and productivity platform that captures and contextualizes developer workflow data from browsers, IDEs, and collaboration tools. It features temporally-grounded copilot capabilities with live context windows that maintain air-gapped security and reduce context switching.","fundingTotal":"$13.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"40","status":"active","tier":"master-list","whoIsBehind":"Tsavo Knott (CEO/Technical Co-Founder); Drive Capital (lead), Cintrifuse Capital, RedHawk Ventures","pricingTier":"freemium","notes":"<cite index=\"19-1\">Pieces raised $13.5 million in Series A funding, led by Drive Capital with participation from Cintrifuse Capital, RedHawk Ventures, and other investors</cite>. <cite index=\"19-11,19-12\">Their latest advancement was developing the world's first temporally grounded copilot, powered by live context windows for LLMs, capturing and processing relevant workflow data from a user's desktop computer while maintaining air-gapped security</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:57.972Z","viewCount":6,"createdAt":"2026-05-28T15:18:57.972Z","updatedAt":"2026-05-28T15:18:57.972Z"},{"id":668,"slug":"aqemia","name":"Aqemia","website":"https://www.aqemia.ai","hqLocation":"Paris, France","foundedYear":2019,"category":["healthcare","foundation-models"],"description":"<cite index=\"1-6,1-7\">Aqemia combines generative AI with deep physics simulations to revolutionize drug discovery at the molecular level. Founded in 2019, it has raised over $100 million and, in 2025, expanded its operations to London as it moves closer to launching clinical trials for its AI-discovered drug candidates.</cite> <cite index=\"1-5\">Reduces the energy consumption of AI training by up to 80%, enabling scalable and eco-friendly AI deployments.</cite>","fundingTotal":"$100M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Physics/AI founding team; backed by leading European VCs and biotech investors","pricingTier":"enterprise","notes":"<cite index=\"1-9\">A $38 million funding round in 2024 and a grant from the France 2030 plan.</cite> Moving toward clinical trials with AI-discovered drug candidates demonstrates material product progress.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:49.584Z","viewCount":4,"createdAt":"2026-05-30T13:49:49.584Z","updatedAt":"2026-05-30T13:49:49.584Z"},{"id":587,"slug":"david-ai","name":"David AI","website":"https://www.withdavid.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["voice-audio-music","data-labeling"],"description":"David AI is an audio data research company building the data layer for voice AI. The startup creates high-quality, full-duplex channel-separated speech training datasets that address the critical bottleneck in voice AI model development, supporting cutting-edge voice production systems and frontier research.","fundingTotal":"$30M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Jack Altman on board","pricingTier":"b2b-data","notes":"Raised $25M Series A in May 2025 led by Alt Capital and Amplify Partners with Y Combinator backing. Trusted partner to leading AI labs; addresses gap where only ~3k hours of quality full-duplex dialogue data exists globally despite billions needed for end-to-end speech models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:20:09.929Z","viewCount":7,"createdAt":"2026-05-28T15:20:09.929Z","updatedAt":"2026-05-28T15:20:09.929Z"},{"id":985,"slug":"infravision","name":"Infravision","website":"https://infravisioninc.com","hqLocation":"Austin, USA","foundedYear":2018,"category":["robotics-physical"],"description":"<cite index=\"48-2,48-3\">Infravision raised $91 million in Series B funding led by GIC, with participation from Activate Capital and Hitachi Ventures; the capital will accelerate adoption of its proprietary power line stringing system—a faster, safer, and more cost-effective alternative to traditional ground and helicopter methods</cite>. <cite index=\"48-5,48-6\">Infravision is transforming how the world builds and maintains power grids with its proprietary aerial robotics system, enabling utilities, contractors, and developers to expand transmission and distribution infrastructure faster and safer</cite>.","fundingTotal":"~$115M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Cameron Van Der Berg (CEO, robotics engineer), Chris Cox (co-founder, military veteran)","pricingTier":"enterprise","notes":"<cite index=\"52-4\">Total raised of just under $115 million since 2018 inception</cite>. <cite index=\"49-8\">Named No. 4 in the Robotics & Engineering category on Fast Company's 2026 World's Most Innovative Companies list</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:38:11.230Z","viewCount":3,"createdAt":"2026-05-30T14:38:11.230Z","updatedAt":"2026-05-30T14:38:11.230Z"},{"id":584,"slug":"tessl","name":"Tessl","website":"https://tessl.io","hqLocation":"London, United Kingdom","foundedYear":2024,"category":["coding-dev-tools","enterprise-agents"],"description":"Tessl is an AI-native software development platform that shifts from code-centric to specification-centric development. Founded by Guy Podjarny (creator of Snyk), it enables developers to describe requirements in natural language while AI handles implementation, with emphasis on code generation, maintenance, and lifecycle management.","fundingTotal":"$125M","latestValuation":"$750M","revenueArr":null,"profitabilityStatus":null,"headcount":"21+","status":"active","tier":"master-list","whoIsBehind":"Guy Podjarny (Founder/CEO, former Snyk founder); Index Ventures, GV, Accel, boldstart as lead investors","pricingTier":"enterprise","notes":"<cite index=\"38-1,38-2\">Tessl announced $125M in funding including a $25M seed round led by boldstart and GV, and a $100M Series A led by Index with participation from Accel</cite>. Pre-launch as of November 2024, with waitlist opened and early 2025 product launch planned.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:57.709Z","viewCount":4,"createdAt":"2026-05-28T15:18:57.709Z","updatedAt":"2026-05-28T15:18:57.709Z"},{"id":586,"slug":"newo-ai","name":"Newo.ai","website":"https://newo.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["voice-audio-music","enterprise-agents"],"description":"Newo.ai provides AI voice agents that answer missed calls and capture customer leads for small-to-medium businesses. The platform uses Zero-Hallucination Architecture with multiple verification agents and integrates seamlessly into existing systems via the business's current phone number, email, and CRM integrations.","fundingTotal":"$32M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Luba Rein, David Yang, Alex Novitsky, Viacheslav Seledkin","pricingTier":"enterprise","notes":"Raised $25M Series A in Feb 2026 led by Ratmir Timashev (founder of Veeam). Demonstrates 20-40% revenue lift from capturing missed calls with partner-first white-label distribution model through telecoms, web hosting, and software platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:20:09.669Z","viewCount":6,"createdAt":"2026-05-28T15:20:09.669Z","updatedAt":"2026-05-28T15:20:09.669Z"},{"id":588,"slug":"soundhound-ai","name":"SoundHound AI","website":"https://www.soundhound.com","hqLocation":"Santa Clara, USA","foundedYear":2005,"category":["voice-audio-music","enterprise-agents"],"description":"SoundHound AI (Nasdaq: SOUN) is a publicly traded leader in voice and conversational AI with 20+ years of proprietary technology. The company delivers voice agents for customer service, automotive, restaurants, smart devices, and financial services, with Amelia 7.0 providing full agentic AI capabilities and billions of annual interactions.","fundingTotal":"public company","latestValuation":"public market cap","revenueArr":"$170M run-rate (Q2 2025: $42.7M, 217% YoY growth)","profitabilityStatus":"pursuing EBITDA breakeven","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Keyvan Mohajer (CEO, co-founder)","pricingTier":"enterprise","notes":"Public company (NASDAQ: SOUN) with $269M cash, no debt. Acquired Amelia and Interactions in 2024-2025 to expand agentic AI. Q3 2025 showed $42M revenue (+68% YoY). Deployed across automotive (BMW, Jeep), restaurants (100s of locations), financial services, healthcare with multi-agent orchestration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:20:10.022Z","viewCount":3,"createdAt":"2026-05-28T15:20:10.022Z","updatedAt":"2026-05-28T15:20:10.022Z"},{"id":598,"slug":"gumloop","name":"Gumloop","website":"https://gumloop.com","hqLocation":"San Francisco, CA, USA","foundedYear":2024,"category":["productivity-workflow","enterprise-agents"],"description":"No-code AI automation platform (formerly AgentHub) that enables teams to build AI-powered workflows and agents via drag-and-drop canvas. Integrates LLMs (GPT-4, Claude, Gemini) directly into automation nodes without external API setup.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15","status":"active","tier":"master-list","whoIsBehind":"Max and Rahul (Founders)","pricingTier":"freemium","notes":"Y Combinator Winter 2024 batch. Series B led by Benchmark (early 2026). Customers include Shopify, Ramp, Instacart. Positioned as 'Zapier + AI' with MCP (Model Context Protocol) support for standardized AI integrations.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:23:36.596Z","viewCount":4,"createdAt":"2026-05-28T15:23:36.596Z","updatedAt":"2026-05-28T15:23:36.596Z"},{"id":592,"slug":"demandbase","name":"Demandbase","website":"https://www.demandbase.com","hqLocation":"San Francisco, United States","foundedYear":2011,"category":["sales-crm","enterprise-agents","data-analytics"],"description":"Demandbase is an AI-powered Account-Based Marketing (ABM) and account-based experience (ABX) platform that identifies high-intent accounts, tracks buying signals, and orchestrates personalized multi-channel engagement. The platform provides firmographic, technographic, and intent data to align sales and marketing around target accounts with real-time insights.","fundingTotal":"$140M+","latestValuation":"estimated $500M–$1B","revenueArr":"estimated $50M–$100M","profitabilityStatus":null,"headcount":"400–600","status":"active","tier":"master-list","whoIsBehind":"Chris Golec (founder, former CEO); current leadership not publicly detailed","pricingTier":"enterprise","notes":"Continues active ABM innovation; 2024-2025 product releases emphasized AI-driven account intelligence and Agentbase (AI agents for GTM). Named a Gartner Cool Vendor 2016; widely cited in B2B GTM research.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:21:48.365Z","viewCount":6,"createdAt":"2026-05-28T15:21:48.365Z","updatedAt":"2026-05-28T15:21:48.365Z"},{"id":593,"slug":"neurophos","name":"Neurophos","website":"https://www.neurophos.com","hqLocation":"Austin, Texas, United States","foundedYear":2020,"category":["hardware-devices","ai-infrastructure"],"description":"Neurophos develops optical processing units (OPUs) using metasurface modulators and composite materials to accelerate AI inference. The company claims its photonic approach achieves 100x the performance and efficiency of traditional GPUs by routing photons through optical components for matrix multiplication at light speed.","fundingTotal":"$118M","latestValuation":"~$500M+ (estimated Series A)","revenueArr":null,"profitabilityStatus":"pre-revenue","headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Patrick Bowen (CEO/Co-Founder), Andrew Traverso, Tom Driscoll; backed by Gates Frontier, Microsoft M12","pricingTier":"enterprise","notes":"Series A: $110M (Jan 2026) led by Gates Frontier with M12, Aramco Ventures, Bosch. First integrated OPU systems expected mid-2028. Received major TechCrunch coverage (Jan 2026).","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:22:55.678Z","viewCount":5,"createdAt":"2026-05-28T15:22:55.678Z","updatedAt":"2026-05-28T15:22:55.678Z"},{"id":599,"slug":"amboss","name":"AMBOSS","website":"https://www.amboss.com","hqLocation":"Berlin, Germany","foundedYear":2012,"category":["healthcare","education-ai-infrastructure"],"description":"AMBOSS is a digital medical knowledge platform providing clinical decision support and medical education tools for medical students and healthcare professionals. The platform combines peer-reviewed medical content with AI-powered features including semantic search, study recommendations, and clinical intelligence (LiSA) ranked #1 in Stanford-Harvard NOHARM safety studies.","fundingTotal":"$298M","latestValuation":"$undisclosed (likely $1B+)","revenueArr":"~$80-100M estimated","profitabilityStatus":"Approaching profitability","headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"Co-founders: Nawid Salimi, Madjid Salimi, Benedikt Hochkirchen, Sievert Weiss","pricingTier":"freemium, enterprise, B2B institutional","notes":"<cite index=\"41-8,45-1\">Raised €240 million ($260M) in March 2025 led by Kirkbi, M&G Investments, and Lightrock</cite>. <cite index=\"49-10,49-12\">Over 1 million users in 180+ countries; majority of US medical students use AMBOSS for exam prep</cite>. <cite index=\"49-18,49-17\">In 2024 acquired nursing education platform Novaheal and NEJM Knowledge+, signaling M&A strategy in medical education</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:24:07.625Z","viewCount":3,"createdAt":"2026-05-28T15:24:07.625Z","updatedAt":"2026-05-28T15:24:07.625Z"},{"id":730,"slug":"mindtrip","name":"Mindtrip","website":"https://mindtrip.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["chatbots-assistants","productivity-workflow"],"description":"AI-powered travel planning platform that generates personalized itineraries, recommendations, and collaborative trip planning. Uses conversational AI to handle flights, hotels, activities, and booking management with support for group travel coordination.","fundingTotal":"$22.5M","latestValuation":null,"revenueArr":"~$2M+","profitabilityStatus":null,"headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Andy Moss (CEO), Trey Matteson, others","pricingTier":"freemium","notes":"Raised $12M Series A Sept 2024, then additional funding from Capital One Ventures & United Airlines Ventures (Dec 2024). Acquired Thatch (expert guides) in March 2025. Six-figure monthly active users as of Sept 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:57:13.743Z","viewCount":3,"createdAt":"2026-05-30T13:57:13.743Z","updatedAt":"2026-05-30T13:57:13.743Z"},{"id":595,"slug":"ayar-labs","name":"Ayar Labs","website":"https://www.ayarlabs.com","hqLocation":"Mountain View, California, United States","foundedYear":2014,"category":["hardware-devices","ai-infrastructure"],"description":"Ayar Labs develops silicon photonics-based optical I/O solutions that use light-based interconnects to address data movement and bandwidth bottlenecks in AI data center clusters. The company's technology enables high-speed, energy-efficient data transmission between AI accelerators.","fundingTotal":"$450M+","latestValuation":"$1B+","revenueArr":null,"profitabilityStatus":null,"headcount":"~100+","status":"active","tier":"master-list","whoIsBehind":"Founded by UC Berkeley engineers; Board includes executives from Qualcomm, Intel, Google; Series D (Dec 2024): $155M from AMD Ventures, Intel Capital, NVIDIA","pricingTier":"enterprise","notes":"Series D: $155M (Dec 2024) led by Advent Global Opportunities & Light Street Capital from chip giants AMD, Intel, NVIDIA. Achieved unicorn valuation >$1B. Recently added Chief Strategy Officer from Google Cloud and Qualcomm.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:22:56.026Z","viewCount":8,"createdAt":"2026-05-28T15:22:56.026Z","updatedAt":"2026-05-28T15:22:56.026Z"},{"id":669,"slug":"physicsx","name":"PhysicsX","website":"https://physicsx.ai","hqLocation":"London, UK","foundedYear":2023,"category":["foundation-models","design-creative"],"description":"<cite index=\"9-1,9-13\">Industrial AI-startup PhysicsX has raised an impressive £99.9 million in Seed B financing, bringing its total funding to almost £125 million. Founded by Robin Tuluie, the former head of R&D at Renault F1 and Mercedes F1, and Jacomo Corbo, Vehicle Technology Director at Bentley Motors, the London-based company aims to streamline the engineering and manufacturing industries with AI.</cite>","fundingTotal":"$175M","latestValuation":"$1B","revenueArr":null,"profitabilityStatus":null,"headcount":"~150","status":"active","tier":"master-list","whoIsBehind":"Robin Tuluie (founder, ex-Renault/Mercedes F1); Jacomo Corbo (founder, ex-Bentley); investors: Atomico, Siemens, Applied Materials, Temasek","pricingTier":"enterprise","notes":"<cite index=\"13-1\">PhysicsX closed a $135 million Series B funding round in June led by Atomico, with participation from industrial giants Siemens and Applied Materials, Singapore's Temasek, and July Fund.</cite> <cite index=\"14-3\">Revenue quadrupled since Series A; team grew to over 150 employees; securing global partnerships.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:50:27.372Z","viewCount":4,"createdAt":"2026-05-30T13:50:27.372Z","updatedAt":"2026-05-30T13:50:27.372Z"},{"id":602,"slug":"element451","name":"Element451","website":"https://www.element451.com","hqLocation":"USA","foundedYear":2015,"category":["higher-education","student-recruitment-crm"],"description":"Element451 provides AI-powered CRM and student engagement software for higher education institutions, automating recruitment, enrollment, and student success management. The platform uses machine learning to predict student outcomes, personalize communication, and improve enrollment conversion and retention metrics across 500+ higher education institutions.","fundingTotal":"$175M+","latestValuation":"undisclosed (likely $500M+)","revenueArr":"~$50M+ estimated","profitabilityStatus":"Venture-backed, growth-stage","headcount":"250+","status":"active","tier":"master-list","whoIsBehind":"Founded by Ryan Smith, CEO","pricingTier":"enterprise SaaS","notes":"<cite index=\"4-7\">Raised $175M Series B in December 2024 from PSG to expand its AI-powered CRM for higher education student engagement</cite>. Large-scale institutional adoption signals strong product-market fit in higher ed, though less consumer-visible than K-12 tutoring platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:24:08.055Z","viewCount":0,"createdAt":"2026-05-28T15:24:08.055Z","updatedAt":"2026-05-28T15:24:08.055Z"},{"id":605,"slug":"manus-ai","name":"Manus AI","website":"https://www.manus.app","hqLocation":"Singapore (founded China; HQ moved 2025)","foundedYear":2022,"category":["enterprise-agents","productivity-workflow","coding-dev-tools"],"description":"Manus AI (formerly Butterfly Effect) is an autonomous AI agent platform that executes complex multi-step tasks via natural language instructions. Built initially in China, the company relocated to Singapore in 2025 and rapidly achieved $100M+ ARR within 8 months of launching paid plans, positioning itself as a general-purpose agent capable of business analytics, research, and design automation.","fundingTotal":"$75M+","latestValuation":"$2B+ (Meta acquisition bid, blocked by China May 2026)","revenueArr":"~$125M (December 2025)","profitabilityStatus":"High-growth, venture-backed; near or at unit economics profitability","headcount":"~105 (December 2025)","status":"active","tier":"master-list","whoIsBehind":"Xiao Hong, Ji Yichao, Zhang Tao; backed by Benchmark, Tencent, HongShan (Sequoia China), ZhenFund","pricingTier":"consumer, enterprise","notes":"<cite index=\"48-1,48-19\">Sacra estimates that Manus hit $125M in revenue run-rate in December 2025, up from $100M ARR eight months after launch, with more than 20% month-over-month growth since the Manus 1.5 release.</cite> <cite index=\"48-11\">China blocked Meta's proposed $2 billion acquisition of Manus in May 2026, citing national security concerns</cite>; currently exploring $1B recapitalization.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.599Z","viewCount":7,"createdAt":"2026-05-28T15:25:31.599Z","updatedAt":"2026-05-28T15:25:31.599Z"},{"id":601,"slug":"speak","name":"Speak","website":"https://www.speak.com","hqLocation":"San Francisco, USA","foundedYear":2016,"category":["language-learning","ai-tutors-chatbots"],"description":"Speak is an AI-powered conversational language learning platform specializing in spoken English proficiency through interactive dialogue with adaptive AI. Users practice speaking naturally with an AI companion that adjusts to individual learning needs, backed by OpenAI technology and focused on real-world communication over traditional vocabulary drilling.","fundingTotal":"$162M","latestValuation":"$1B","revenueArr":"~$40-50M estimated","profitabilityStatus":"Scaling towards profitability","headcount":"~293+","status":"active","tier":"master-list","whoIsBehind":"Co-founders: Andrew Hsu, Connor Zwick (CEO)","pricingTier":"consumer freemium, enterprise (Speak for Business)","notes":"<cite index=\"54-1,54-14\">Raised $78M Series C in November 2024 to $1B valuation led by Accel with OpenAI Startup Fund, Khosla Ventures, Y Combinator participation</cite>. <cite index=\"58-9,58-17\">Users spoke over 1 billion sentences with Speak in 2024; Speak for Business enterprise offering has 200+ customers with 85% adoption rate</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:24:07.968Z","viewCount":1,"createdAt":"2026-05-28T15:24:07.968Z","updatedAt":"2026-05-28T15:24:07.968Z"},{"id":891,"slug":"aispeech","name":"AISpeech","website":"https://www.aispeech.com/","hqLocation":"Suzhou, China","foundedYear":2007,"category":["voice-audio-music","enterprise-agents"],"description":"<cite index=\"42-1,42-3,42-4,42-5\">AISpeech is a high-tech startup specialized in computer speech recognition and analysis, a prominent speech technology platform company in China specializing in providing advanced speech interaction solutions for enterprises and developers, offering a range of products including the DUI platform, enterprise business assistants, and a human-machine dialogue operating system, serving a diverse clientele from large enterprises seeking to enhance their customer service capabilities to developers.</cite>","fundingTotal":"$299M","latestValuation":"Private","revenueArr":null,"profitabilityStatus":null,"headcount":"1,000","status":"active","tier":"master-list","whoIsBehind":"Founded 2007, backed by Beijing Bohua Capital, Integrity Capital Partners, Guangzhou Huacheng VC","pricingTier":"enterprise","notes":"<cite index=\"41-3,41-4\">AISpeech's most recent deal was a Joint Venture with Lengjingzhiling on 07-Feb-2024.</cite> Long-standing speech AI provider with deep enterprise B2B roots in China.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:17.710Z","viewCount":4,"createdAt":"2026-05-30T14:18:17.710Z","updatedAt":"2026-05-30T14:18:17.710Z"},{"id":603,"slug":"modelbest","name":"ModelBest","website":"https://www.modelbest.com/","hqLocation":"Beijing, China","foundedYear":2022,"category":["foundation-models"],"description":"A Tsinghua University-affiliated spinoff commercializing the MiniCPM family of efficient on-device foundation models. MiniCPM models are engineered for smartphones, PCs, automotive systems, and edge devices with GPT-4V-level multimodal performance at 1-9B parameters. Operates OpenBMB, an open-source research lab for large model development.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founded by Liu Zhiyuan (Tsinghua professor and Chief Scientist) and Li Dahai (CEO); backed by Hillhouse Capital, Rongqun Investment, Citic Securities","pricingTier":"freemium","notes":"MiniCPM-V 2.5 (August 2024) outperformed GPT-4V on vision benchmarks while requiring <3B parameters. Latest MiniCPM5-1B (May 2026) achieves 1B-class SOTA with 42.57 average benchmark score. Strong focus on on-device efficiency and Apache 2.0 open-weight releases.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:24:45.516Z","viewCount":5,"createdAt":"2026-05-28T15:24:45.516Z","updatedAt":"2026-05-28T15:24:45.516Z"},{"id":600,"slug":"preply","name":"Preply","website":"https://preply.com","hqLocation":"New York, USA (founded in Ukraine)","foundedYear":2012,"category":["language-learning","ai-tutoring-marketplace"],"description":"Preply is a human-led, AI-enabled language learning marketplace connecting 100,000+ tutors with learners in 180 countries across 90+ languages. The platform uses AI for tutor-learner matching, lesson summaries, homework generation, progress tracking and tutoring co-pilot features that enhance rather than replace human instruction.","fundingTotal":"$299-320M","latestValuation":"$1.2B","revenueArr":"~$150M+ estimated","profitabilityStatus":"EBITDA positive as of 2024","headcount":"750+","status":"active","tier":"master-list","whoIsBehind":"Co-founders: Kirill Bigai, Dmytro Voloshyn","pricingTier":"consumer freemium, enterprise, API","notes":"<cite index=\"51-6,51-8\">Raised $150M Series D in January 2026 led by WestCap, valued at $1.2B</cite>. <cite index=\"51-10,51-11\">2025 efficiency study found 96% of learners consider human tutoring essential; learners progress up to 3x faster with Preply vs benchmarks, with one-third advancing a full CEFR language level in 12 weeks</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:24:07.879Z","viewCount":2,"createdAt":"2026-05-28T15:24:07.879Z","updatedAt":"2026-05-28T15:24:07.879Z"},{"id":672,"slug":"metaview-ai","name":"Metaview AI","website":"https://www.metaview.ai","hqLocation":"London, UK","foundedYear":2018,"category":["enterprise-agents","sales-crm"],"description":"<cite index=\"1-24,1-25,1-26,1-27\">Metaview AI is a London-based company streamlining the hiring process with AI, announcing a significant $35 million Series B funding round led by GV (Google Ventures), with the investment bringing total funding to $50 million, planning to expand its suite of AI agents to cover even more aspects of the hiring workflow.</cite>","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Investors: Google Ventures (GV), Plural, Vertex Ventures, Seedcamp","pricingTier":"enterprise","notes":"<cite index=\"5-4\">Series B, $40M, March 2024 with total funding of $49.5M, serving 3,000+ customers and processing over 3 million interviews by 2025.</cite> <cite index=\"8-26\">Metaview AI raised $35 million in a Series B led by Google Ventures for AI-powered hiring tools that serve healthcare and life sciences employers, among others.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:50:27.805Z","viewCount":4,"createdAt":"2026-05-30T13:50:27.805Z","updatedAt":"2026-05-30T13:50:27.805Z"},{"id":612,"slug":"adaptive-ml","name":"Adaptive ML","website":"https://adaptiveml.ai","hqLocation":"Amsterdam, Netherlands","foundedYear":2023,"category":["foundation-models","enterprise-agents"],"description":"Adaptive ML develops an LLM platform enabling continuous improvement of language models by learning from real-time user interactions. The platform allows businesses to personalize AI outputs, enhance decision-making efficiency, and train/deploy language models using user feedback at scale.","fundingTotal":"€19M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founding team with machine learning and enterprise AI experience","pricingTier":"enterprise","notes":"Raised €19M since 2023 funding. Reduces time-to-market for AI-powered products by simplifying fine-tuning and preference optimization. Supports applications from customer support to software development with focus on accessibility and scalability.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:26:07.368Z","viewCount":4,"createdAt":"2026-05-28T15:26:07.368Z","updatedAt":"2026-05-28T15:26:07.368Z"},{"id":610,"slug":"tencent-hunyuan-video","name":"Tencent Hunyuan Video","website":"https://hunyuan.tencent.com","hqLocation":"Shenzhen, China","foundedYear":2023,"category":["video-generation","foundation-models"],"description":"Hunyuan Video is Tencent's text-to-video and image-to-video generative AI model that delivers studio-grade output with high motion fidelity and scene consistency. <cite index=\"11-16,11-17\">Hunyuan Video delivers studio-grade text-to-video and image-to-video results with high motion fidelity and scene consistency. The model excels at generating continuous, director-style sequences from a single prompt, so you get complete actions and native camera cuts instead of disjointed clips.</cite>","fundingTotal":"Proprietary (Tencent subsidiary)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Integrated into Tencent; revenue undisclosed","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tencent (China tech conglomerate; market cap ~$500B+)","pricingTier":"api, freemium","notes":"<cite index=\"11-16,11-17,11-18\">Hunyuan Video delivers studio-grade text-to-video and image-to-video results with high motion fidelity and scene consistency. The model excels at generating continuous, director-style sequences from a single prompt. Hunyuan Video works especially well when you need realistic physical motion, coherent multi-shot storytelling, or culturally specific aesthetics like traditional Chinese styles.</cite> Competes directly with Runway Gen-4, Kling 3.0, and Pika in international benchmarks.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:32.038Z","viewCount":6,"createdAt":"2026-05-28T15:25:32.038Z","updatedAt":"2026-05-28T15:25:32.038Z"},{"id":752,"slug":"protect-ai","name":"Protect AI","website":"https://protectai.com","hqLocation":"Austin, USA","foundedYear":2022,"category":["ai-infrastructure"],"description":"AI security and governance platform focused on preventing adversarial attacks, prompt injection, and model poisoning. Offers runtime protection and security testing for LLMs and ML models. Targets enterprises requiring high-assurance AI deployments in regulated industries.","fundingTotal":"$60M+ (Series B 2024)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $60M Series B in 2024 with Samsung as lead investor. Recognized as standout in AI security governance with focus on adversarial robustness and runtime protection. Part of 2024-2025 wave of AI governance security consolidation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:00.310Z","viewCount":3,"createdAt":"2026-05-30T14:00:00.310Z","updatedAt":"2026-05-30T14:00:00.310Z"},{"id":541,"slug":"confident-ai","name":"Confident AI","website":"https://www.confident-ai.com","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["ai-infrastructure"],"description":"Confident AI is an LLM evaluation and observability platform built on the open-source DeepEval framework (12.6k GitHub stars, 3M+ monthly downloads). It enables teams to create deterministic evaluation metrics, benchmark models, and monitor LLM applications in production with enterprise collaboration features.","fundingTotal":"~$5M+ (seed/early stage)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"7","status":"active","tier":"master-list","whoIsBehind":"Founded 2024 by Jeffrey Ip (ex-Google, Microsoft) and Kritin Vongthongsri (AI researcher, Princeton); YC-backed","pricingTier":"freemium","notes":"YC-backed startup; DeepEval open-source runs 2M evals/day and is embedded in CI/CD at BCG, AstraZeneca, AXA, Microsoft. Cloud platform integrates metric creation, dataset curation, and production monitoring. Addresses gap between general LLMOps platforms and evaluation-focused frameworks.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:35.443Z","viewCount":6,"createdAt":"2026-05-28T15:10:35.443Z","updatedAt":"2026-05-28T15:10:35.443Z"},{"id":620,"slug":"theo-ai","name":"Theo AI","website":null,"hqLocation":"San Francisco, CA, USA","foundedYear":2024,"category":["legal-finance"],"description":"AI-powered settlement prediction and case valuation tool designed for large law firms and in-house counsel. Uses machine learning trained on litigation data to forecast settlement outcomes and help attorneys prioritize high-value cases.","fundingTotal":"$6.4M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $4.2M seed (May 2025, NextView/Collide co-led) after $2.2M pre-seed (Nov 2024); focused on settlement prediction for large law firms and in-house legal.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:51.114Z","viewCount":6,"createdAt":"2026-05-28T15:27:51.114Z","updatedAt":"2026-05-28T15:27:51.114Z"},{"id":617,"slug":"lunit","name":"Lunit","website":"https://www.lunit.io","hqLocation":"Seoul, South Korea","foundedYear":2014,"category":["healthcare","diagnostics","data-analytics"],"description":"Lunit develops AI-powered medical imaging software for cancer screening and treatment, with a focus on breast cancer detection and lung cancer analysis. The company is publicly traded (KOSDAQ: 328130) and has raised $561M+ across multiple rounds.","fundingTotal":"$561.1M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Samsung, SK Telecom, Khosla Ventures, Lowercarbon Capital","pricingTier":"enterprise","notes":"Publicly listed medtech AI company. Lunit's mammography AI achieved +13% cancer detection improvement in dense breasts (Lancet Digital Health 2020). Deployed in hospitals across Asia, Europe, and North America.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:17.148Z","viewCount":6,"createdAt":"2026-05-28T15:27:17.148Z","updatedAt":"2026-05-28T15:27:17.148Z"},{"id":616,"slug":"proscia","name":"Proscia","website":"https://proscia.com","hqLocation":"Philadelphia, United States","foundedYear":2014,"category":["healthcare","diagnostics","data-analytics"],"description":"Proscia develops digital pathology software and AI-powered image analysis tools for cancer diagnosis and drug development. Its Concentriq platform integrates whole-slide imaging with machine learning for pathology labs and pharma companies.","fundingTotal":"$130M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"New Enterprise Associates, Bessemer Venture Partners, Section 32, Felicis","pricingTier":"enterprise","notes":"Raised $50M Series D in early 2025, bringing total to $130M+. Platform serves 16 of top 20 pharma companies; 22,000+ patients/day on Concentriq. Strategic partnership with Ibex Medical for AI-powered prostate cancer diagnostics.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:17.059Z","viewCount":6,"createdAt":"2026-05-28T15:27:17.059Z","updatedAt":"2026-05-28T15:27:17.059Z"},{"id":622,"slug":"ecorobotix","name":"Ecorobotix","website":"https://ecorobotix.com","hqLocation":"Yverdon-les-Bains, Switzerland","foundedYear":2014,"category":["agriculture","robotics-physical","sustainability"],"description":"Ecorobotix develops AI-powered precision spraying robots (ARA system) that use computer vision to detect and treat individual plants with a 6x6cm footprint, reducing agrochemical use by up to 95% while maintaining efficacy. The company combines robotics, machine learning, and environmental monitoring to enable sustainable pest and weed management.","fundingTotal":"$150M+","latestValuation":null,"revenueArr":"On track for €500M+ annual revenue by 2030","profitabilityStatus":"Likely profitable/near-profitable","headcount":"50-200 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Swiss-founded; Series C+D backers not fully disclosed; targeting global expansion","pricingTier":"enterprise","notes":"Raised ~$150M in Series C and D combined (2024-2025), positioned as one of largest ag-robotics fundraises of 2025. Shipping commercial units with demonstrated agrochemical reduction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:23.857Z","viewCount":6,"createdAt":"2026-05-28T15:28:23.857Z","updatedAt":"2026-05-28T15:28:23.857Z"},{"id":619,"slug":"justain-darrow","name":"Justain / Darrow","website":"https://www.darrow.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2022,"category":["legal-finance"],"description":"AI litigation analytics platform that predicts settlement values and identifies high-value cases for plaintiff law firms. Uses machine learning to analyze case law, precedent, and litigation outcomes to optimize case selection and negotiation strategy.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Emerging legal AI platform focused on settlement prediction; appears frequently in legal tech funding coverage but specific 2024+ funding rounds not yet public in search results.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-28T15:27:50.848Z","viewCount":5,"createdAt":"2026-05-28T15:27:50.848Z","updatedAt":"2026-05-28T15:27:50.848Z"},{"id":618,"slug":"pathos-ai","name":"Pathos AI","website":"https://pathos.ai","hqLocation":"New York, United States","foundedYear":2021,"category":["healthcare","drug-discovery","data-analytics"],"description":"Pathos AI develops machine learning platforms for translational and computational biology, enabling drug discovery and development at scale. The company raised $467M across three rounds, achieving the highest average per-round capital of any active private AI drug discovery company.","fundingTotal":"$467M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Khosla Ventures, Sapphire Ventures, Baillie Gifford, GV (Google Ventures), Insight Partners","pricingTier":"enterprise","notes":"Highest average capital per round ($156M average) among active private companies in AI drug discovery. Focused on building molecular and cellular understanding for target identification and compound design.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:17.235Z","viewCount":6,"createdAt":"2026-05-28T15:27:17.235Z","updatedAt":"2026-05-28T15:27:17.235Z"},{"id":652,"slug":"bone-ai","name":"Bone AI","website":"https://www.bone-ai.co","hqLocation":"Seoul, South Korea (dual: Palo Alto, USA)","foundedYear":2024,"category":["robotics-physical","defense-government","ai-infrastructure"],"description":"Defense-tech startup building unified AI platform for autonomous systems (UAVs/UGVs). Founder DK Lee (co-founder MarqVision). Raised $12M seed in 2024 and acquired D-Makers drone IP for revenue generation within first year.","fundingTotal":"$12M","latestValuation":null,"revenueArr":"~$3M","profitabilityStatus":"Revenue-positive in Year 1","headcount":"15-30 (estimated)","status":"active","tier":"master-list","whoIsBehind":"DK Lee (Founder/CEO); Third Prime (lead), Kolon Group (strategic)","pricingTier":"b2g","notes":"Seed $12M led by Third Prime (Nov 2024). Already landed 7-figure B2G contract via D-Makers acquisition. Selected for Korean government end-to-end logistics program. Targets sovereign AI and reindustrialization macro trends. Very nascent but material government backing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:48:10.831Z","viewCount":5,"createdAt":"2026-05-30T13:48:10.831Z","updatedAt":"2026-05-30T13:48:10.831Z"},{"id":1007,"slug":"browserbase","name":"Browserbase","website":"https://www.browserbase.com","hqLocation":"San Francisco, CA, USA","foundedYear":2024,"category":["ai-infrastructure","enterprise-agents"],"description":"Browserbase provides cloud-based headless browser infrastructure that lets AI agents reliably load, navigate, and act on websites. It serves as the runtime layer between large language models and the live web, handling sessions, proxies, and stealth at scale.","fundingTotal":"$68M","latestValuation":"$300M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paul Klein IV (founder, CEO)","pricingTier":"enterprise","notes":"Raised a $40M Series B in June 2025 led by Notable Capital (with CRV and Kleiner Perkins) at a $300M valuation, up ~4x from its $21M Series A (Oct 2024). Reports 1,000+ customers and 50M+ browser sessions; launched Director for natural-language web automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-31T11:57:01.405Z","viewCount":3,"createdAt":"2026-05-31T11:57:01.405Z","updatedAt":"2026-05-31T11:57:01.405Z"},{"id":621,"slug":"genie-ai","name":"Genie AI","website":"https://www.genie.ai","hqLocation":"London, UK","foundedYear":2021,"category":["legal-finance"],"description":"Legal AI platform offering contract review, document analysis, and legal research powered by generative AI. European-founded startup expanding into US market with focus on contract automation and due diligence for law firms and corporate legal teams.","fundingTotal":"$18M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised €16M Series A (Oct 2024, led by Google Ventures); European competitor expanding aggressively into US market alongside Harvey and Luminance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:51.198Z","viewCount":7,"createdAt":"2026-05-28T15:27:51.198Z","updatedAt":"2026-05-28T15:27:51.198Z"},{"id":629,"slug":"speakeasy","name":"Speakeasy","website":"https://speakeasy.com","hqLocation":"San Francisco, United States","foundedYear":2022,"category":["coding-dev-tools","ai-infrastructure"],"description":"An API development platform that automatically generates production-ready SDKs from OpenAPI specifications in multiple languages. Speakeasy automates the full lifecycle of SDK generation, testing, documentation, and distribution while ensuring APIs remain in sync.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~47 employees","status":"active","tier":"master-list","whoIsBehind":"Sagar Batchu (CEO), Simon Yu (COO)","pricingTier":"freemium","notes":"Raised $15M Series A (October 2024) led by FPV Ventures with support from Google Ventures. In 2024, 3,000 users generated 7,250 SDKs (575% increase in companies investing in API tooling). Customers include Verizon, Vercel, Mistral AI, Kong, and Codat.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:54.722Z","viewCount":5,"createdAt":"2026-05-28T15:28:54.722Z","updatedAt":"2026-05-28T15:28:54.722Z"},{"id":625,"slug":"treefera","name":"Treefera","website":"https://treefera.com","hqLocation":"United Kingdom","foundedYear":2021,"category":["climate-sustainability","data-analytics","carbon-verification"],"description":"Treefera applies AI-driven mapping, satellite imagery, and geospatial analytics to verify and track forest carbon projects, biodiversity, and nature-based solutions. The platform provides automated carbon credit verification for voluntary carbon markets and supply chain de-risking, enabling companies to validate sustainable claims with real-time data.","fundingTotal":"$42M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Founders not fully disclosed; Series B lead: Notion Capital (June 2025); Series A: Albion VC (April 2024)","pricingTier":"enterprise","notes":"Closed $30M Series B in June 2025; previously raised $12M Series A. Expanding into African and Latin American markets with focus on climate/nature impact verification.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:24.299Z","viewCount":5,"createdAt":"2026-05-28T15:28:24.299Z","updatedAt":"2026-05-28T15:28:24.299Z"},{"id":624,"slug":"squint","name":"Squint","website":"https://squint.ai","hqLocation":"United States","foundedYear":2020,"category":["manufacturing","augmented-reality","enterprise-agents"],"description":"Squint is a manufacturing intelligence platform that combines spatial computing, large language models, and human expertise to deliver AI-powered workflows on factory floors. The system captures expert knowledge, reduces errors and downtime, and verifies work quality, addressing manufacturing skill gaps and improving productivity with minimal manual intervention.","fundingTotal":"$40M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-100 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Backed by institutional investors; serving Fortune 500 manufacturing customers","pricingTier":"enterprise","notes":"Raised $40M Series B to expand AI capabilities and enter energy, logistics sectors. Customers include major OEMs; platform uniquely recognizes machines without QR codes using spatial computing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:24.210Z","viewCount":3,"createdAt":"2026-05-28T15:28:24.210Z","updatedAt":"2026-05-28T15:28:24.210Z"},{"id":630,"slug":"lmarena","name":"LMArena","website":"https://lmarena.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["ai-infrastructure","data-analytics"],"description":"Crowdsourced AI model evaluation platform with leaderboards and commercial benchmarking service. Aggregates 5M+ monthly users' pairwise model comparisons to rank models across text, vision, reasoning, and code tasks. Launched AI Evaluations B2B service.","fundingTotal":"$250M","latestValuation":"$1.7B","revenueArr":"~$30M","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by Andreessen Horowitz, Kleiner Perkins, The House Fund, LDVP","pricingTier":"freemium | enterprise","notes":"Raised $100M seed (May 2024) at $600M, then $250M Series A (Jan 2026) at $1.7B valuation. Commercial AI Evaluations service hit $30M annualized rate in 4 months post-launch. De facto standard for model evaluation benchmarking.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:29:37.515Z","viewCount":6,"createdAt":"2026-05-28T15:29:37.515Z","updatedAt":"2026-05-28T15:29:37.515Z"},{"id":675,"slug":"cambio","name":"Cambio","website":"https://www.cambio.ai","hqLocation":"New York, USA","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"AI-powered commercial real estate software that uses LLMs and agentic AI to analyze thousands of pages of unstructured data and automate investment analysis. Works with large institutional CRE firms to evaluate retrofit investment opportunities and compress months of work into minutes.","fundingTotal":"$18M","latestValuation":"$100M","revenueArr":null,"profitabilityStatus":null,"headcount":"~20","status":"active","tier":"master-list","whoIsBehind":"Founded by Tiffany de Guzman and others; team from KKR, Oxford Properties, JPMorgan, Goldman Sachs","pricingTier":"enterprise","notes":"<cite index=\"5-1,5-2,5-3,5-4\">Landed $18M Series A at $100M valuation in Jan 2026 with customers including Oxford Properties, Nuveen, Principal, BGO and Beacon Capital Partners. Targets $20 trillion+ commercial real estate industry.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.084Z","viewCount":5,"createdAt":"2026-05-30T13:51:55.084Z","updatedAt":"2026-05-30T13:51:55.084Z"},{"id":631,"slug":"superdial","name":"SuperDial","website":"https://superdial.ai","hqLocation":"USA","foundedYear":2023,"category":["voice-audio-music","healthcare"],"description":"SuperDial builds voice AI agents to automate high-friction phone calls in healthcare billing and provider operations. The company emerged from SuperBill, a revenue cycle management startup, and replaces hours of manual insurer calls with end-to-end AI agents. SuperDial navigates phone trees, processes holds, and conducts complex negotiations between providers and insurance companies.","fundingTotal":"$20M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sam Schwager (co-founder, ex-Stanford), Harrison Caruthers (co-founder, ex-Stanford)","pricingTier":"enterprise","notes":"Raised $15M Series A (including $3M debt) led by SignalFire in June 2025, first investment from SignalFire's $1B applied AI fund; focused on healthcare RCM (revenue cycle management) with measurable operational improvements.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:30:03.096Z","viewCount":3,"createdAt":"2026-05-28T15:30:03.096Z","updatedAt":"2026-05-28T15:30:03.096Z"},{"id":627,"slug":"heritable-agriculture","name":"Heritable Agriculture","website":"https://heritableag.com","hqLocation":"United States","foundedYear":2024,"category":["agriculture","biotechnology","climate-agriculture"],"description":"Heritable Agriculture is a Google X spinout using AI, multi-omics, and predictive breeding to identify causal genes and design crop edits, enabling faster and cheaper improvement in yield, resilience, and nutrition under real farm conditions. The platform enables seed companies and growers to accelerate climate-smart trait development at pace.","fundingTotal":"$25M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":"20-30 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Google X spinout; backed by FTW Ventures, Mythos Ventures, SVG Ventures","pricingTier":"B2B licensing","notes":"2024 launch with backing from leading climate-focused VCs. Positioned as next-generation engine for seed company innovation under pressure to deliver climate-resilient crops rapidly.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:24.474Z","viewCount":1,"createdAt":"2026-05-28T15:28:24.474Z","updatedAt":"2026-05-28T15:28:24.474Z"},{"id":641,"slug":"lex","name":"Lex","website":"https://lex.page","hqLocation":"Syracuse, United States","foundedYear":2022,"category":["writing-content","productivity-workflow"],"description":"A collaborative AI-powered writing platform and document editor with real-time collaboration features. Lex provides AI-assisted editing through side comments, checks for grammar/brevity/readability, and supports multiple language models. Designed as a modern replacement for Google Docs with native AI integration.","fundingTotal":"$2.75M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~5-10","status":"active","tier":"master-list","whoIsBehind":"Nathan Baschez (founder, ex-Every)","pricingTier":"freemium","notes":"Seed round led by True Ventures (August 2023). ~100,000 writers using platform as of January 2024. Product is live and actively developed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:33:47.792Z","viewCount":8,"createdAt":"2026-05-28T15:33:47.792Z","updatedAt":"2026-05-28T15:33:47.792Z"},{"id":634,"slug":"furiosaai","name":"FuriosaAI","website":"https://furiosa.ai","hqLocation":"Seoul, South Korea","foundedYear":2017,"category":["hardware-devices","ai-infrastructure"],"description":"South Korean AI chip designer specializing in domain-specific inference accelerators. Develops the RNGD (Renegade) AI accelerator using proprietary Tensor Contraction Processor architecture, achieving 3x better performance-per-watt than Nvidia H100 GPUs for LLM inference. Secured design win with LG AI Research.","fundingTotal":"$246M","latestValuation":"$735M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"June Paik (CEO), Jeehoon Kang (CRO), Youngjin Cho (VP Hardware)","pricingTier":"enterprise","notes":"Closed $125M Series C bridge in July 2025. Turned down $800M acquisition offer from Meta in March 2024, seeking IPO path instead. Shipping RNGD servers with 3kW power delivery for 4 petaflops FP8 compute.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:56.453Z","viewCount":5,"createdAt":"2026-05-28T15:32:56.453Z","updatedAt":"2026-05-28T15:32:56.453Z"},{"id":638,"slug":"openlight","name":"OpenLight","website":"https://www.openlight.ai","hqLocation":"Santa Barbara, United States","foundedYear":2021,"category":["hardware-devices","ai-infrastructure"],"description":"Silicon photonics design company specializing in photonic application-specific integrated circuits (PASICs) using heterogeneous integration of indium phosphide and silicon photonics. Process Design Kit (PDK) validated at Tower Semiconductor, used by 25+ companies for production-grade PASICs across AI, datacom, and quantum applications.","fundingTotal":"$84M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $50M Series A-1 in April 2026, bringing total to $84M. 400+ patent portfolio. PDK integrates lasers, modulators, amplifiers, detectors for customers developing custom optical interconnects for AI infrastructure.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:56.976Z","viewCount":4,"createdAt":"2026-05-28T15:32:56.976Z","updatedAt":"2026-05-28T15:32:56.976Z"},{"id":780,"slug":"auror","name":"Auror","website":"https://www.auror.io","hqLocation":"Auckland, New Zealand","foundedYear":2016,"category":["enterprise-agents"],"description":"AI platform that applies machine learning to help retailers prevent loss, fraud, and theft. Analyzes incident data to predict and mitigate retail crime across store networks.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":"Founded 2016, major NZ startup attracting global attention","pricingTier":"enterprise","notes":"Leading NZ AI startup applying machine learning to retail loss prevention. Named alongside Halter and Soul Machines as key NZ AI player. Operating profitably with enterprise customers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.647Z","viewCount":3,"createdAt":"2026-05-30T14:02:41.647Z","updatedAt":"2026-05-30T14:02:41.647Z"},{"id":635,"slug":"scintil-photonics","name":"Scintil Photonics","website":"https://scintil-photonics.com","hqLocation":"Grenoble, France","foundedYear":2018,"category":["hardware-devices","ai-infrastructure"],"description":"Heterogeneous integrated photonics company developing silicon photonic co-packaged optics (CPO) for AI data centers. Created LEAF Light, industry's first single-chip DWDM (Dense Wavelength Division Multiplexing) light engine integrating multi-wavelength lasers with silicon photonics. Originated from CEA-Leti research institute.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Matt Crowley (CEO), Sylvie Menezo (Founder, CTO)","pricingTier":"enterprise","notes":"Completed $58M Series B in September 2025 led by Yotta Capital and NGP Capital with NVIDIA participation. LEAF Light delivers 6.4 Tbps/mm edge bandwidth density at one-sixth the power of conventional pluggable solutions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:56.715Z","viewCount":4,"createdAt":"2026-05-28T15:32:56.715Z","updatedAt":"2026-05-28T15:32:56.715Z"},{"id":636,"slug":"olix-computing","name":"OLIX Computing","website":"https://olix-computing.com","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["hardware-devices","ai-infrastructure"],"description":"Photonic AI chip startup developing Optical Tensor Processing Unit (OTPU) for AI inference. Uses hybrid photonic-electronic architecture with optical interconnects optimized for latency and power efficiency compared to silicon-only SRAM architectures. Positioned for inference-specific acceleration.","fundingTotal":null,"latestValuation":"$1B+","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $220M investment in February 2026, valuing the company over $1B. Claimed photonics technology outperforms silicon-only SRAM-architectures in interactivity and latency for inference workloads.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:56.799Z","viewCount":5,"createdAt":"2026-05-28T15:32:56.799Z","updatedAt":"2026-05-28T15:32:56.799Z"},{"id":637,"slug":"lightelligence","name":"Lightelligence","website":"https://lightelligence.ai","hqLocation":"Shanghai, China","foundedYear":2017,"category":["hardware-devices","ai-infrastructure"],"description":"Hybrid photonic-electronic computing company developing silicon photonics accelerators for AI and data centers. Offers near-packaged optics (NPO), co-packaged optics (CPO), and photonic computing accelerator cards. First publicly-listed AI silicon photonics chip company, debuted Hong Kong Stock Exchange April 2026.","fundingTotal":null,"latestValuation":"HKD 77.94B (~$10B USD equivalent at listing)","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by Baidu, Tencent, China Mobile","pricingTier":"enterprise","notes":"IPO on HKEx April 28, 2026 at HKD 183.2/share, opened at HKD 880 (380% above offer). Demonstrates silicon photonics market validation and investor appetite for photonic AI infrastructure.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:56.888Z","viewCount":5,"createdAt":"2026-05-28T15:32:56.888Z","updatedAt":"2026-05-28T15:32:56.888Z"},{"id":781,"slug":"wonderful","name":"Wonderful","website":"https://www.wonderful.ai","hqLocation":"Amsterdam (R&D Tel Aviv), Israel","foundedYear":2025,"category":["enterprise-agents","productivity-workflow"],"description":"Enterprise AI agent platform for multilingual customer service and internal operations, deployed across voice, chat, and email. Reached $2B valuation in just 8 months with $285M+ total funding.","fundingTotal":"$285M","latestValuation":"$2B","revenueArr":"~$10M run-rate (2025)","profitabilityStatus":null,"headcount":"900 (planned year-end 2026)","status":"active","tier":"master-list","whoIsBehind":"Bar Winkler (CEO, ex-IronSource), Roey Lalazar (CTO, ex-Israeli Military Intelligence)","pricingTier":"enterprise","notes":"Series B raised $150M at $2B valuation in March 2026 led by Insight Partners. Operating in 30+ countries with 80% first-contact resolution rate for enterprise agents.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:11.052Z","viewCount":4,"createdAt":"2026-05-30T14:03:11.052Z","updatedAt":"2026-05-30T14:03:11.052Z"},{"id":640,"slug":"rewind-ai","name":"Rewind AI","website":"https://rewind.ai","hqLocation":"Ottawa, Canada","foundedYear":2022,"category":["productivity-workflow","ai-infrastructure"],"description":"A privacy-first AI assistant that records and searches everything on your Mac—screen activity, audio, and applications. All data is stored and indexed locally without cloud upload by default. Users can search their digital history in natural language and get exact moments from past work.","fundingTotal":"$97M","latestValuation":"$150M","revenueArr":"~$10-15M estimated","profitabilityStatus":null,"headcount":"~133","status":"active","tier":"master-list","whoIsBehind":"Dan Siroker (ex-Google, ex-Optimizely CEO), Nick Sullivan (ex-Cloudflare)","pricingTier":"freemium","notes":"Raised $25M Series A from Thrive Capital in April 2024. EFF audit confirmed zero privacy leaks (September 2024). ~50,000 paying users reported as of late 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:33:47.526Z","viewCount":4,"createdAt":"2026-05-28T15:33:47.526Z","updatedAt":"2026-05-28T15:33:47.526Z"},{"id":677,"slug":"juniper-square","name":"Juniper Square","website":"https://www.junipersquare.com","hqLocation":"San Francisco, California, USA","foundedYear":2014,"category":["enterprise-agents","data-analytics"],"description":"Operating system platform for private real estate funds and investment firms. Provides capital calls, distributions, investor reporting, fund administration, and AI-powered CRM with natural language processing for automated data extraction from investor communications.","fundingTotal":"$130M+","latestValuation":"$1.1B","revenueArr":null,"profitabilityStatus":null,"headcount":"~150","status":"active","tier":"master-list","whoIsBehind":"Founded by Alex Robinson (ex-real estate investor); CEO Alex Robinson; backed by Ribbit Capital, Fifth Wall, Redpoint Ventures","pricingTier":"enterprise","notes":"<cite index=\"15-11,15-14,15-24,15-25,15-26\">Raised $130M Series D in June 2025 at $1.1B valuation. Launched AI-powered CRM (JunieAI) in October 2025 using agentic AI for investor relations, fund administration, accounting, reporting and portfolio management for private market GPs.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.419Z","viewCount":4,"createdAt":"2026-05-30T13:51:55.419Z","updatedAt":"2026-05-30T13:51:55.419Z"},{"id":642,"slug":"schoolai","name":"SchoolAI","website":"https://schoolai.com","hqLocation":"Lehi, Utah, USA","foundedYear":2023,"category":["education-ai","productivity-workflow","design-creative"],"description":"SchoolAI is an AI platform for teaching and learning that combines personalized AI tutors (Spaces) for students with AI assistants for teachers to support lesson planning, grading, and classroom preparation. Teachers create AI tools on the platform serving K-12 through higher education use cases.","fundingTotal":"$32M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by educators and technologists; backed by Insight Partners, NextView Ventures","pricingTier":"enterprise","notes":"Raised $25M Series A in April 2025 led by Insight Partners; serves over 150,000 teacher-created AI tools across 1M+ classrooms in 80+ countries; FERPA/COPPA compliant.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.151Z","viewCount":4,"createdAt":"2026-05-28T15:34:23.151Z","updatedAt":"2026-05-28T15:34:23.151Z"},{"id":611,"slug":"cuspai","name":"CuspAI","website":"https://cuspi.ai","hqLocation":"Cambridge, United Kingdom","foundedYear":2024,"category":["foundation-models","design-creative"],"description":"CuspAI is a Cambridge-based AI startup developing a platform for next-generation materials using generative AI, deep learning, and molecular simulation to accelerate material design. The company uses AI to invert the traditional materials discovery process, starting with desired outcomes rather than trial-and-error experimentation.","fundingTotal":"€26.6M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founding team with materials science and AI expertise","pricingTier":"enterprise","notes":"Founded 2024, raised €26.6M from Hoxton Ventures and Lightspeed Venture Partners. Collaborating with Meta's Fundamental AI Research (FAIR) team. Targeting carbon capture, battery storage, and renewable energy infrastructure applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:26:06.503Z","viewCount":6,"createdAt":"2026-05-28T15:26:06.503Z","updatedAt":"2026-05-28T15:26:06.503Z"},{"id":644,"slug":"knowunity","name":"Knowunity","website":"https://knowunity.com","hqLocation":"Berlin, Germany","foundedYear":2020,"category":["education-ai","writing-content"],"description":"Knowunity is an AI-powered learning platform combining student-generated study content with personalized AI tutoring. The platform features SchoolGPT, a curriculum-aligned AI tutor trained on 3M+ peer-created materials, offering tailored recommendations, audio explainers, and exam prep support across 15 countries.","fundingTotal":"€45M (~$48.5M)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-founders: Benedict Kurz (CEO), Gregor Weber (CPO), Lucas Hild (CTO), Yannik Prigl (Backend); all founded at age 17 in 2020; backed by XAnge, Project A, Redalpine","pricingTier":"freemium | consumer","notes":"Raised €27M (~$29M) Series B in June 2025 led by XAnge; serves 20M+ students in 15 countries; 380,000+ student creators contribute content; one in three students in Germany uses the app.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.492Z","viewCount":7,"createdAt":"2026-05-28T15:34:23.492Z","updatedAt":"2026-05-28T15:34:23.492Z"},{"id":643,"slug":"vumedi","name":"VuMedi","website":"https://vumedi.com","hqLocation":"Oakland, California, USA","foundedYear":2008,"category":["healthcare","education-ai"],"description":"VuMedi is a video-sharing platform for clinicians and surgeons featuring AI-powered content recommendation, categorization, and curation. The platform provides 100,000+ educational videos and leverages AI to surface relevant medical content based on specialty, skill level, and clinical trends for personalized continuing education.","fundingTotal":"$82.1M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"200-500","status":"active","tier":"master-list","whoIsBehind":"Founder/President Roman Giverts; CEO Robert Winder; trusted by 450,000+ physicians","pricingTier":"enterprise | subscription","notes":"Raised $80M Series B in May 2025; covers dozens of medical specialties including orthopedics, cardiology, neurosurgery, and radiology; AI-enhanced personalized learning engine supports high-stakes clinical decision-making.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.408Z","viewCount":4,"createdAt":"2026-05-28T15:34:23.408Z","updatedAt":"2026-05-28T15:34:23.408Z"},{"id":647,"slug":"riid","name":"RiiD","website":"https://www.riid.ai","hqLocation":"Seoul, South Korea","foundedYear":2014,"category":["education-ai","voice-audio-music"],"description":"RiiD is a South Korean AI EdTech company providing adaptive language learning through its Santa AI tutor platform, focusing on English proficiency tests (TOEIC). The platform uses AI to analyze weakness areas, predict test scores in minutes, and recommend personalized study curricula with video lectures and practice questions.","fundingTotal":"$250M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2014; major EdTech company in South Korea and Japan","pricingTier":"consumer | subscription","notes":"Secured $250M+ in several funding rounds; 4M+ app downloads across App Store and Google Play; particularly strong in South Korea and Japan for TOEIC preparation; AI-powered personalized learning paths for language proficiency.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.752Z","viewCount":3,"createdAt":"2026-05-28T15:34:23.752Z","updatedAt":"2026-05-28T15:34:23.752Z"},{"id":646,"slug":"squirrel-ai","name":"Squirrel AI","website":"https://squirrel-ai.com","hqLocation":"Beijing, China","foundedYear":2014,"category":["education-ai","data-analytics"],"description":"Squirrel AI Learning is a Chinese adaptive learning platform using proprietary Intelligent Adaptive Learning System (IALS) to personalize K-12 instruction. The platform combines AI-driven adaptive paths with expert teaching in 3,000+ physical learning centers, analyzing knowledge gaps and delivering customized lessons in math, science, reading, and English.","fundingTotal":"$200M","latestValuation":"$1B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2014; unicorn-status company operating massive scale in China","pricingTier":"consumer | enterprise","notes":"Raised ~$200M across three funding rounds; valued at $1B+ (unicorn status); operates 3,000+ physical learning centers worldwide; serves millions of students in China with hybrid online/offline model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.663Z","viewCount":5,"createdAt":"2026-05-28T15:34:23.663Z","updatedAt":"2026-05-28T15:34:23.663Z"},{"id":648,"slug":"brisk-teaching","name":"Brisk Teaching","website":"https://www.briskteaching.com","hqLocation":"Denver, Colorado, USA","foundedYear":null,"category":["education-ai","productivity-workflow"],"description":"Brisk Teaching is an AI-powered platform for K-12 educators using generative AI to automate lesson planning, grading, and student feedback. The platform reduces teachers' administrative workload while personalizing student support through AI-generated lesson materials and targeted assessments aligned with district and state standards.","fundingTotal":"$21.9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by educators and technologists focused on teacher workflow automation","pricingTier":"enterprise","notes":"Raised $15M Series A in March 2025; crossed 1M educator users, enabling rapid K-12 adoption without long sales cycle; focuses on saving teachers time while improving personalized feedback to learners.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.838Z","viewCount":4,"createdAt":"2026-05-28T15:34:23.838Z","updatedAt":"2026-05-28T15:34:23.838Z"},{"id":571,"slug":"g42","name":"G42","website":"https://www.g42.ai","hqLocation":"Abu Dhabi, UAE","foundedYear":2018,"category":["foundation-models","ai-infrastructure","enterprise-agents"],"description":"Emirati artificial intelligence development holding company focused on AI development across government, healthcare, finance, oil and gas, aviation, and hospitality. Chaired by UAE National Security Advisor Tahnoon bin Zayed Al Nahyan.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"profitable","headcount":"~800+","status":"active","tier":"master-list","whoIsBehind":"Tahnoon bin Zayed Al Nahyan (chairman), Peng Xiao (Group CEO), backed by Mubadala Investment Company","pricingTier":"enterprise","notes":"Received $1.5B investment from Microsoft in April 2024. In May 2025, announced Stargate UAE partnership with OpenAI, Oracle, NVIDIA, SoftBank, and Cisco. Core research via subsidiary Inception Institute of Artificial Intelligence (IIAI).","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:16:40.187Z","viewCount":5,"createdAt":"2026-05-28T15:16:40.187Z","updatedAt":"2026-05-28T15:16:40.187Z"},{"id":504,"slug":"netease-youdao","name":"NetEase Youdao","website":"https://www.youdao.com","hqLocation":"Beijing, China","foundedYear":2006,"category":["foundation-models","education","ai-applications"],"description":"NetEase Youdao is an intelligent learning company and subsidiary of NetEase focused on large language models for education. It developed Ziyue, a vertical foundation model for K-12 and adult learning, with specialized reasoning variants (Ziyue-o1) released in 2025. The company deploys models across smart hardware, translation, tutoring agents, and content generation.","fundingTotal":null,"latestValuation":"~$1–2B implied (subsidiary of NTES; not independently valued)","revenueArr":"~$224M (2024 reported revenue)","profitabilityStatus":"Profitable (first full-year profit in 2024; operating margins positive)","headcount":"Not disclosed","status":"active","tier":"master-list","whoIsBehind":"NetEase Inc. (founder/parent); Feng Zhou (CEO)","pricingTier":"freemium, enterprise, api","notes":"Ziyue-o1 reasoning model (2025) and adoption of DeepSeek-R1 show continued vertical-LLM iteration. NYSE-listed unit (DAO) with transparent financials and 70%+ retention on education subscriptions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:05:49.065Z","viewCount":5,"createdAt":"2026-05-28T15:05:49.065Z","updatedAt":"2026-05-28T15:05:49.065Z"},{"id":645,"slug":"nectir","name":"Nectir","website":"https://nectir.io","hqLocation":"United States","foundedYear":null,"category":["education-ai","healthcare"],"description":"Nectir is secure AI infrastructure purpose-built for higher education institutions. The platform provides 24/7 personalized learning support grounded in course content through compliant AI systems that enhance learning outcomes while maintaining academic integrity without compromising trust or privacy.","fundingTotal":"$12.5M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Co-Founder/CEO Kavitta Ghai; Co-Founder Jordan Long; backed by Rethink Impact (female-founded VC fund), Gingerbread Capital, Strada","pricingTier":"enterprise","notes":"Raised $12.5M led by Rethink Impact in March 2026; trusted by 80,000 students across 100+ campuses; fully FERPA and SOC 2 compliant; addresses higher ed's AI adoption crisis with institutional-grade controls.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:34:23.575Z","viewCount":5,"createdAt":"2026-05-28T15:34:23.575Z","updatedAt":"2026-05-28T15:34:23.575Z"},{"id":678,"slug":"zeitview","name":"Zeitview","website":"https://www.zeitview.com","hqLocation":"Santa Monica, California, USA","foundedYear":2015,"category":["ai-infrastructure","data-analytics"],"description":"Visual AI platform for drone-based inspection of critical infrastructure including commercial and residential properties, solar, wind, utilities, and telecom. Uses computer vision and AI to reduce inspection times, predict maintenance risks, and optimize operational costs.","fundingTotal":"$174M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"673","status":"active","tier":"master-list","whoIsBehind":"Founded by Eli Tamanaha and Daniel Burton; backed by SV Angel, Hearst, Union Square Ventures, Valor Equity Partners","pricingTier":"enterprise","notes":"<cite index=\"51-2,51-4,51-6,51-8\">Raised $60M Series D in March 2025 led by Climate Investment. Platform inspected 200,000+ assets across 80 countries in 2024. Specializes in visual AI solutions for asset resilience and maintenance optimization across critical infrastructure.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.507Z","viewCount":4,"createdAt":"2026-05-30T13:51:55.507Z","updatedAt":"2026-05-30T13:51:55.507Z"},{"id":639,"slug":"alibaba-damo-academy","name":"Alibaba (Damo Academy)","website":"https://damo.alibaba.com","hqLocation":"Hangzhou, China","foundedYear":2020,"category":["foundation-models","ai-infrastructure"],"description":"Alibaba's research lab (Data, Algorithm, and Machine-learning Optimization) conducts foundational AI research including language models, vision models, and novel architectures. Operates parallel to Qwen team; publishes peer-reviewed research and contributes to proprietary model development.","fundingTotal":null,"latestValuation":null,"revenueArr":"Research-focused; integrated into Alibaba parent","profitabilityStatus":"Integrated (Alibaba parent is profitable)","headcount":"Not disclosed","status":"active","tier":"master-list","whoIsBehind":"Alibaba Group research division; external collaborations with top universities","pricingTier":null,"notes":"Contributes research to Qwen models and broader Alibaba AI stack. 2024-2025 published work on multimodal learning and sparse architectures adopted in Qwen3. Acts as Alibaba's research arm complementing Tongyi Large Model Business Unit's product focus.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-28T15:33:22.154Z","viewCount":4,"createdAt":"2026-05-28T15:33:22.154Z","updatedAt":"2026-05-28T15:33:22.154Z"},{"id":718,"slug":"aira","name":"Aira","website":"https://www.aira.io","hqLocation":"San Francisco, USA","foundedYear":2014,"category":["accessibility-ai","hardware-devices"],"description":"<cite index=\"34-3,34-7\">Aira combines AI with real human visual interpreters to provide visual assistance for blind and low-vision users via smartphone camera or compatible smart glasses</cite>. <cite index=\"12-6\">Customers, called Aira explorers, pay a monthly subscription fee to access trained, employed visual interpreters</cite>, with <cite index=\"12-8\">an AI component called Access AI now free to all users</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":"null","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2014; now hybrid human-AI model","pricingTier":"enterprise | freemium","notes":"<cite index=\"30-17\">Envision and Aira have teamed up</cite> (2025), signaling market validation. Multiple references in 2024-2026 research as leading visual assistance AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:11.190Z","viewCount":4,"createdAt":"2026-05-30T13:56:11.190Z","updatedAt":"2026-05-30T13:56:11.190Z"},{"id":615,"slug":"xaira-therapeutics","name":"Xaira Therapeutics","website":"https://xairatx.com","hqLocation":"South San Francisco, United States","foundedYear":2024,"category":["healthcare","drug-discovery","ai-infrastructure"],"description":"Xaira Therapeutics is an AI-driven drug discovery platform using protein design diffusion models and generative chemistry to engineer novel therapeutics. Founded by Nobel laureate David Baker and computational biology experts, it raised $1B in Series A funding—one of the largest healthcare venture rounds ever.","fundingTotal":"$1B","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Arch Venture Partners, Foresite Capital, F-Prime, NEA, Sequoia Capital, Lux Capital","pricingTier":"enterprise","notes":"Emerged Q2 2024 with $1B—largest initial commitment in Arch Venture's 39-year history. Board includes Nobel laureates, former FDA commissioners, and pharma execs. Building antibody therapeutics and target discovery pipeline.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:16.973Z","viewCount":4,"createdAt":"2026-05-28T15:27:16.973Z","updatedAt":"2026-05-28T15:27:16.973Z"},{"id":594,"slug":"sifive","name":"SiFive","website":"https://www.sifive.com","hqLocation":"Santa Clara, California, United States","foundedYear":2015,"category":["hardware-devices","ai-infrastructure"],"description":"SiFive is a fabless semiconductor IP company providing RISC-V CPU cores and system IP for AI data center infrastructure. The company licenses customizable processor cores designed to address memory bandwidth bottlenecks and orchestration in agentic AI systems, with support for CUDA and NVLink Fusion.","fundingTotal":"$766M","latestValuation":"$3.65B","revenueArr":"~$150M+ (2025 revenues >50% YoY growth)","profitabilityStatus":"likely positive","headcount":"~508","status":"active","tier":"master-list","whoIsBehind":"Yunsup Lee (Co-Founder/CTO), Krste Asanović; Board includes executives from Microchip, Intel, Google, Qualcomm; latest round (Apr 2026) led by Atreides Management with NVIDIA, Apollo Global","pricingTier":"enterprise | api","notes":"Series G: $400M (Apr 2026) led by Atreides Management; valued at $3.65B; positioning for IPO. First company with 10B+ shipped RISC-V cores; Google uses SiFive Intelligence X280 in TPUs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:22:55.941Z","viewCount":4,"createdAt":"2026-05-28T15:22:55.941Z","updatedAt":"2026-05-28T15:22:55.941Z"},{"id":536,"slug":"multion","name":"MultiOn","website":"https://multion.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["enterprise-agents","productivity-workflow","ai-infrastructure"],"description":"MultiOn is an AI platform that creates autonomous web agents capable of completing complex tasks online from start to finish. Using proprietary Autonomous Cognition Engine (ACE) technology combining vision and language understanding, agents can navigate websites, fill forms, and execute multi-step workflows via natural language commands. The platform offers both a browser extension for personal use and an API for developers building agents at scale.","fundingTotal":"$25M+","latestValuation":"~$100M (estimated from nine-figure valuation reports)","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Omar Shaya, Div Garg, Naman Garg (co-founders). Amazon Alexa Fund investor.","pricingTier":"freemium | api","notes":"Launched Agent Q self-healing model and playground in May 2024. Amazon has explored integration with Alexa voice assistant. Multiple product iterations released through 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:02.008Z","viewCount":5,"createdAt":"2026-05-28T15:10:02.008Z","updatedAt":"2026-05-28T15:10:02.008Z"},{"id":608,"slug":"jina-ai","name":"Jina AI","website":"https://www.jina.ai","hqLocation":"Sunnyvale, CA (founded Berlin, China-founded by Han Xiao)","foundedYear":2020,"category":["ai-search","data-analytics","ai-infrastructure"],"description":"<cite index=\"34-2,34-3\">Founded in 2020 by Han Xiao, Jina AI is a leading search AI company. It provides Embeddings, Rerankers, Readers, and Small Language Models that help businesses and developers build powerful search applications—delivering highly relevant, grounded, multimodal, and multilingual results.</cite> The company operates as a search foundation infrastructure provider with multilingual embedding models optimized for Chinese and English bilingual retrieval.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Acquired; Elastic acquisition October 2025","headcount":"100+","status":"acquired","tier":"master-list","whoIsBehind":"Han Xiao (founder); acquired by Elastic (NYSE: ESTC) October 2025","pricingTier":"api, enterprise, freemium","notes":"<cite index=\"34-4\">On October 9, 2025, Jina AI was acquired by Elastic (NYSE: ESTC).</cite> <cite index=\"33-1,33-14\">As of its release on September 18, 2024, jina-embeddings-v3, featuring 570 million parameters and 1024 output dimensions, stands as the most efficient, powerful, and reliable multilingual embedding model with fewer than 1 billion parameters. As of its release on September 18, 2024, jina-embeddings-v3 is the best multilingual model and ranks 2nd on the MTEB English leaderboard for models with fewer than 1 billion parameters.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.862Z","viewCount":6,"createdAt":"2026-05-28T15:25:31.862Z","updatedAt":"2026-05-28T15:25:31.862Z"},{"id":857,"slug":"chef-robotics","name":"Chef Robotics","website":"https://www.chefrobotics.ai","hqLocation":"San Francisco, California, USA","foundedYear":2019,"category":["robotics-physical","ai-infrastructure"],"description":"<cite index=\"31-1,31-2\">Chef Robotics has developed robotic systems for meal assembly and announced that it has raised $43.1 million in Series A funding. The round includes $20.6 million in equity and $22.5 million in equipment financing debt.</cite> <cite index=\"30-26\">Since Chef shipped its first robots into production, Chef robots have produced over 44,000,000 servings and counting, more meals than all other existing food robotics startups combined.</cite> <cite index=\"36-4\">The company integrates modular hardware and adaptive software with computer vision to handle the variability of food products, automate assembly processes, and optimize labor productivity.</cite>","fundingTotal":"$65.6M total ($38.8M equity + $26.75M equipment financing)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"48+ (as of 2025)","status":"active","tier":"master-list","whoIsBehind":"Rajat Bhageria (CEO/founder)","pricingTier":"enterprise","notes":"<cite index=\"31-8\">Since it was founded in 2019, Chef Robotics has produced more than 44 million servings through robot deployments at leading brands such as Amy's Kitchen, Sunbasket, Chef Bombay, and Cafe Spice.</cite> Series A funding announced March 2025 by Avataar Venture Partners.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:53.074Z","viewCount":4,"createdAt":"2026-05-30T14:12:53.074Z","updatedAt":"2026-05-30T14:12:53.074Z"},{"id":576,"slug":"steno","name":"Steno","website":"https://stenograph.com","hqLocation":"United States","foundedYear":2015,"category":["legal-finance"],"description":"Hybrid court reporting services and legal AI technology company. Provides Transcript Genius, a generative AI product that analyzes case transcripts, indexes testimony for retrieval, and helps attorneys build litigation strategy faster using real workflow data from thousands of depositions.","fundingTotal":"$150 million","latestValuation":"not disclosed","revenueArr":"not disclosed","profitabilityStatus":null,"headcount":"not disclosed","status":"active","tier":"master-list","whoIsBehind":"not disclosed","pricingTier":"enterprise","notes":"Series C: $49M in 2026 bringing total to $150M. Unique dual-business model grants access to real litigation workflow data unavailable to pure-software competitors. Used by thousands of law firms monthly; targeting AmLaw 200 expansion.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:17:55.053Z","viewCount":4,"createdAt":"2026-05-28T15:17:55.053Z","updatedAt":"2026-05-28T15:17:55.053Z"},{"id":516,"slug":"anima-biotech","name":"Anima Biotech","website":"https://www.animabiotech.com","hqLocation":"Rehovot, Israel","foundedYear":2021,"category":["healthcare","drug-discovery"],"description":"AI drug discovery platform using its proprietary mRNA Lightning.AI platform to image hundreds of cellular pathways in healthy and diseased cells, training disease-specific AI models to identify dysregulated pathways and uncover novel drug targets. Combines functional genomics with deep learning for target validation.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by team of immunologists and data scientists; backed by Israeli and international VCs","pricingTier":"enterprise","notes":"Has 20+ preclinical candidates in immunology, oncology, and neuroscience; Lightning.AI platform uses neural networks to distinguish diseased from healthy cells; represents distinct approach using high-content phenotypic profiling for target discovery.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-28T15:07:50.790Z","viewCount":4,"createdAt":"2026-05-28T15:07:50.790Z","updatedAt":"2026-05-28T15:07:50.790Z"},{"id":169,"slug":"11x-ai","name":"11x.ai","website":"https://www.11x.ai","hqLocation":"San Francisco, California, United States","foundedYear":2022,"category":["ai-sales","ai-agents","sales-automation","go-to-market","enterprise-saas"],"description":"11x.ai is an AI sales automation startup that develops autonomous 'digital workers' — AI agents designed to handle sales development, outbound prospecting, and inbound phone interactions for business-to-business revenue teams. Founded in London in 2022 and later headquartered in San Francisco, the company is best known for its AI Sales Development Representative 'Alice' and AI phone agent (originally 'Mike,' later 'Julian'). In 2025, the company faced significant scrutiny following TechCrunch reporting on customer misrepresentation, high churn, and inflated Annual Recurring Revenue (ARR) figures, leading to founder Hasan Sukkar stepping down as CEO and being replaced by then-CTO Prabhav Jain.","fundingTotal":"$76M","latestValuation":"$350M","revenueArr":"~$10M (reported by founder around Series B in late 2024; disputed, with some sources alleging much lower true recurring revenue)","profitabilityStatus":null,"headcount":"~50 (as of March 2025, per Sifted); Tracxn lists 562 as of April 2026 (likely inflated/aggregated)","status":"active","tier":"master-list","whoIsBehind":"Hasan Sukkar (founder, former CEO, now non-executive chairman); Prabhav Jain (CEO since May 2025, former CTO and ex-Brex executive)","pricingTier":"Enterprise — reportedly ~$45K base tier, with higher tiers up to ~$300K annually; some reports cite $5,000/month for 3,000 contacts","notes":"In March 2025, TechCrunch reported that 11x had listed companies (including ZoomInfo and Airtable) as customers when those firms either denied being customers or had churned, with employees alleging 70–80% customer churn and inflated ARR reporting that counted full annual contract values despite 3-month opt-out clauses. The company disputed the figures, stating retention was 79%. In May 2025, founder Hasan Sukkar stepped down as CEO, transitioning to non-executive chairman, with CTO Prabhav Jain taking over. The company has stated it underwent a complete product re-platforming under Jain's technical leadership.","sourceConfidence":"reported","lastResearchedAt":"2026-05-29T02:46:24.679Z","viewCount":8,"createdAt":"2026-05-23T15:02:25.322Z","updatedAt":"2026-05-29T02:46:24.679Z"},{"id":533,"slug":"daytona","name":"Daytona","website":"https://daytona.io","hqLocation":"Unknown","foundedYear":2023,"category":["coding-dev-tools","ai-infrastructure"],"description":"Open-source sandbox platform for running AI-generated and untrusted code. Pivoted in early 2025 from development environment management to agentic infrastructure, offering sub-90ms sandbox creation and persistent environments for AI agents.","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Unknown founders","pricingTier":"freemium","notes":"<cite index=\"44-5,44-10\">In February 2026 Daytona raised a $24M Series A to expand its agentic infrastructure platform</cite>. <cite index=\"42-2,42-3\">Daytona is an open-source sandbox platform that pivoted from development environment management to AI agent infrastructure in early 2025, using Docker containers for sub-90 ms sandbox creation</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:32.942Z","viewCount":8,"createdAt":"2026-05-28T15:09:32.942Z","updatedAt":"2026-05-28T15:09:32.942Z"},{"id":680,"slug":"homebound","name":"Homebound","website":"https://www.homebound.com","hqLocation":"Santa Clara, California, USA","foundedYear":2019,"category":["enterprise-agents"],"description":"Tech-enabled homebuilder that uses proprietary AI platform to manage millions of data points across 1,000+ distinct construction tasks. Achieves 40% faster home builds and 25% lower costs through AI-driven lot acquisition, project management, and build optimization.","fundingTotal":"$800M+","latestValuation":null,"revenueArr":"4x revenue growth since 2021","profitabilityStatus":"On track to be profitable in 2026; 6x margin growth since 2021","headcount":"300+","status":"active","tier":"master-list","whoIsBehind":"CEO and co-founder Nikki Pechet; positioning as 'Amazon of homes'","pricingTier":"enterprise","notes":"<cite index=\"1-19,1-20,1-21,1-22\">Raised $400M in new financing in Dec 2025 ($300M real estate capital + $100M operating). Uses proprietary AI platform managing millions of data points across 1,000+ construction tasks. Builds homes 40% faster with 25% lower costs than direct competitors; targeting profitability in 2026.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.679Z","viewCount":3,"createdAt":"2026-05-30T13:51:55.679Z","updatedAt":"2026-05-30T13:51:55.679Z"},{"id":649,"slug":"bitstorm","name":"bitstorm","website":"https://www.bitstormtech.com/","hqLocation":"Salt Lake City, Utah, United States","foundedYear":null,"category":["ai-consulting","ai-software-development","agentic-ai","ai-services"],"description":"BitStorm Technologies is an agentic software development firm that combines senior engineering leadership with AI (Artificial Intelligence) agents to deliver custom software, consulting, and training services for businesses. The company positions itself as an alternative to traditional consulting, using AI agents to assist with planning, coding, testing, debugging, and documentation under human supervision.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Joe Harkins (Founder; technology executive previously at Microsoft, Amazon, Oracle, and Dell)","pricingTier":null,"notes":"Tracxn lists BitStorm Tech as an unfunded company with no disclosed funding rounds as of mid-2025. The firm offers a free 30-minute strategy consultation as an entry point for prospective clients.","sourceConfidence":"reported","lastResearchedAt":"2026-05-29T02:46:48.127Z","viewCount":4,"createdAt":"2026-05-29T02:46:30.041Z","updatedAt":"2026-05-29T02:46:48.127Z"},{"id":952,"slug":"burnt","name":"Burnt","website":"https://www.getburnt.ai","hqLocation":"San Francisco, California, USA","foundedYear":2024,"category":["enterprise-agents","ai-infrastructure"],"description":"AI-powered operating system that automates repetitive back-office workflows in food supply chains by intelligently processing orders from emails, voicemails, texts, and spreadsheets into legacy ERP systems. Uses agentic AI to accelerate order entry and procurement workflows without requiring system replacement. Reduces order processing from 10 minutes to seconds per transaction.","fundingTotal":"$4.3M","latestValuation":null,"revenueArr":"~$120K+ run-rate (six-figure monthly revenue as of Sept 2025)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Joseph Jacob (CEO, 4th-gen food supply chain entrepreneur), Rhea Karimpanal (CPO, 3rd-gen restaurant family), Chandru Shanmugasundaram (CTO)","pricingTier":"enterprise","notes":"Y Combinator S25 alum. Raised $3.8M seed (Sept 2025, led by Penny Jar Capital/Steph Curry's VC) + $500K pre-seed from YC. Processing $10M+ monthly orders for meat, seafood, specialty food distributors (La Tua Pasta, major UK food conglomerate). Headquarters in food supply chain automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:15.320Z","viewCount":4,"createdAt":"2026-05-30T14:29:15.320Z","updatedAt":"2026-05-30T14:29:15.320Z"},{"id":628,"slug":"cline","name":"Cline","website":"https://cline.bot","hqLocation":"San Francisco, United States","foundedYear":2024,"category":["coding-dev-tools","ai-infrastructure"],"description":"An open-source AI coding agent built on principles of transparency and user control, designed to run as an extension in VS Code and other IDEs. Cline enables developers to use natural language to complete complex multi-file coding tasks while maintaining full visibility into model costs and the ability to bring their own API keys for any frontier model.","fundingTotal":"$32M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20 employees (planned 100 by end of 2025)","status":"active","tier":"master-list","whoIsBehind":"Saoud Rizwan (founder)","pricingTier":"freemium","notes":"Raised $32M combined Seed + Series A (July 2025) led by Emergence Capital. Launched Cline Teams enterprise tier with SSO, role-based access, and self-hosted options. 8M+ downloads reported; trusted by Fortune 500 companies including Samsung and SAP.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:54.458Z","viewCount":5,"createdAt":"2026-05-28T15:28:54.458Z","updatedAt":"2026-05-28T15:28:54.458Z"},{"id":589,"slug":"reflex-robotics","name":"Reflex Robotics","website":"https://www.reflexrobotics.com/","hqLocation":"New York, USA","foundedYear":2022,"category":["robotics-physical"],"description":"Developer of Reflex, a wheeled mobile manipulator with two dexterous arms, 50+ lbs payload capacity, and teleoperation-first architecture for warehouse and logistics automation. Hardware features dynamic torso-and-arm design allowing vertical reach adjustment for shelf access at multiple heights. Founded by MIT/Boston Dynamics/Tesla engineers.","fundingTotal":"$7M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~19","status":"active","tier":"master-list","whoIsBehind":"Ritesh Ragavender (CEO), MIT alumni team with collective experience from Boston Dynamics, Tesla, Oculus, ASML","pricingTier":"enterprise","notes":"Raised $7M seed led by Khosla Ventures (2024), with participation from Dropbox and Cruise co-founders; pilot deployments with GXO Logistics; priced sub-$50K per unit; pursuing Series A.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:20:41.292Z","viewCount":5,"createdAt":"2026-05-28T15:20:41.292Z","updatedAt":"2026-05-28T15:20:41.292Z"},{"id":558,"slug":"arx-robotics","name":"ARX Robotics","website":"https://arx-robotics.com","hqLocation":"Oberding, Germany","foundedYear":2021,"category":["robotics-physical","defense-government","ai-infrastructure"],"description":"ARX Robotics develops unmanned ground vehicles (UGVs) and Mithra OS, an AI-powered operating system that transforms legacy military vehicles into autonomous, networked systems. The company enables software-defined autonomy, logistics, and manned-unmanned teaming across European armed forces.","fundingTotal":"$58.79M","latestValuation":"Not disclosed","revenueArr":"Not disclosed","profitabilityStatus":"Private","headcount":"~100+","status":"active","tier":"master-list","whoIsBehind":"Marc Wietfeld (CEO, co-founder), backed by NATO Innovation Fund, HV Capital, Project A, DEUTZ","pricingTier":"enterprise","notes":"Raised €42M Series A-III (late 2025) led by HV Capital. Deployed in Ukraine (largest Western UGV supplier), partnered with Helsing for AI-enabled Recce-Strike chains. Announced €31M Series A in May 2025; increased production 30x in 6 months with new European facility.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:12:37.187Z","viewCount":6,"createdAt":"2026-05-28T15:12:37.187Z","updatedAt":"2026-05-28T15:12:37.187Z"},{"id":56,"slug":"grok","name":"Grok (app)","website":null,"hqLocation":null,"foundedYear":null,"category":["chatbots-assistants"],"description":"xAI's assistant","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"xAI","pricingTier":"Free / SuperGrok","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":12,"createdAt":"2026-05-23T15:02:15.462Z","updatedAt":"2026-05-23T15:02:15.462Z"},{"id":70,"slug":"brave-search","name":"Brave Search","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Independent search with AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brave","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":11,"createdAt":"2026-05-23T15:02:16.684Z","updatedAt":"2026-05-23T15:02:16.684Z"},{"id":69,"slug":"kagi","name":"Kagi","website":null,"hqLocation":null,"foundedYear":null,"category":["ai-search"],"description":"Subscription privacy search","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Vladimir Prelovac","pricingTier":"$10-25/mo","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":9,"createdAt":"2026-05-23T15:02:16.596Z","updatedAt":"2026-05-23T15:02:16.596Z"},{"id":542,"slug":"tensorzero","name":"TensorZero","website":"https://www.tensorzero.com","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["ai-infrastructure"],"description":"TensorZero is an open-source infrastructure framework for building production-ready LLM applications. Written in Rust, it unifies model gateways, observability, evaluation, and fine-tuning into a single stack with a data and learning flywheel that turns production metrics into smarter, faster models.","fundingTotal":"$7.3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~8-12 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Founded 2024 by Riccardo Bianconi; Seed led by FirstMark Capital (Dec 2025, $7.3M) with Bessemer, Bedrock, DRW, Coalition backing","pricingTier":"freemium","notes":"Seed raised $7.3M in Dec 2025; 9,700+ GitHub stars (jumped from 3k); #1 trending repo on GitHub week of announcement. Used by European banks and Series A/B AI startups across healthcare, finance, consumer. Manages gateway, observability, evals, and fine-tuning feedback loop. Plans managed service for GPU-intensive optimization.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:35.531Z","viewCount":5,"createdAt":"2026-05-28T15:10:35.531Z","updatedAt":"2026-05-28T15:10:35.531Z"},{"id":398,"slug":"higgsfield-ai","name":"Higgsfield AI","website":"https://higgsfield.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["video-generation","image-generation","design-creative"],"description":"Higgsfield AI develops a workflow-oriented platform for creating and editing generative media, combining multiple AI models and editing tools into guided creation flows for marketing and social media production. The platform integrates third-party models with an internal reasoning engine to improve consistency in generated video and image content.","fundingTotal":"$130M","latestValuation":"$1.3B+","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Alex Mashrabov (former Snap generative AI lead, co-founder of AI Factory acquired by Snap) and Erzat Dulat","pricingTier":"enterprise","notes":"Series A extension of $80M (Jan 2026) led by Accel, GFT Ventures, Menlo Ventures; total Series A now $130M. Launched browser-based product for end-to-end AI video creation (March 2025).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:16:58.157Z","viewCount":8,"createdAt":"2026-05-24T02:16:58.157Z","updatedAt":"2026-05-24T02:16:58.157Z"},{"id":683,"slug":"fyld","name":"Fyld","website":"https://fyld.ai","hqLocation":"London, United Kingdom","foundedYear":2019,"category":["robotics-physical","data-analytics","construction-civil-ai"],"description":"AI-powered reality capture software that converts jobsite videos into actionable safety, quality, and delivery risk data. Uses computer vision to identify hazards and quality issues before escalation.","fundingTotal":"$41M+ (Series B)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"High YoY growth (82% in 2025); approaching profitability threshold","headcount":"~40-50","status":"active","tier":"master-list","whoIsBehind":"Founded 2019; backed by Energy Impact Partners, Partech","pricingTier":"enterprise","notes":"Series B (Feb 2026) led by Energy Impact Partners. Customers include Kiewit, Emery Sapp & Sons. Reported 48% reduction in serious workplace incidents for users.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:26.308Z","viewCount":4,"createdAt":"2026-05-30T13:52:26.308Z","updatedAt":"2026-05-30T13:52:26.308Z"},{"id":123,"slug":"tabnine","name":"Tabnine","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Privacy-focused code completion","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eran Yahav","pricingTier":"$9-39/seat","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:21.330Z","updatedAt":"2026-05-23T15:02:21.330Z"},{"id":682,"slug":"valuemate","name":"ValueMate","website":"https://www.valuemate.ai","hqLocation":"USA","foundedYear":2024,"category":["ai-infrastructure"],"description":"AI-powered appraisal platform using LiDAR scanning to automate residential property appraisals. Captures 3D property data in minutes and generates regulator-ready appraisal reports, reducing cycle times by 80% and automating the entire inspection-to-report workflow.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~10","status":"active","tier":"master-list","whoIsBehind":"Y Combinator-backed; co-founder experienced in real estate and AI","pricingTier":"enterprise","notes":"<cite index=\"28-2,28-4,28-5\">LiDAR-plus-AI app captures property in three-minute walkthrough and delivers regulator-ready appraisal report, slashing cycle times by 80%. Handles transition to new Fannie Mae/Freddie Mac UAD 3.6 format end-to-end with zero tape measures or manual data entry.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.845Z","viewCount":3,"createdAt":"2026-05-30T13:51:55.845Z","updatedAt":"2026-05-30T13:51:55.845Z"},{"id":685,"slug":"leancon","name":"LeanCon","website":"https://leancon.io","hqLocation":"New Haven, Connecticut, USA","foundedYear":2024,"category":["construction-civil-ai","data-analytics"],"description":"AI-powered pre-construction engineering platform that automates scope definition, cost estimation, logistics, and scheduling. Generates detailed projections in ~7 minutes versus months of manual planning.","fundingTotal":"$6M (Seed, doubled target)","latestValuation":null,"revenueArr":"~$650M in active development projects","profitabilityStatus":"Pre-revenue but deployed at scale","headcount":"~6-8","status":"active","tier":"master-list","whoIsBehind":"Co-founders Ziv Levi (SOM alum) and Sapir Tubul; Ibex Investors lead, Fusion VC, Phil Bernstein (ex-Autodesk VP)","pricingTier":"enterprise","notes":"Seed closed Jan 2026 (doubled $3M target). Deployed on $650M+ in active projects with major NYC developer. AI agents for construction sequence optimization.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:26.656Z","viewCount":4,"createdAt":"2026-05-30T13:52:26.656Z","updatedAt":"2026-05-30T13:52:26.656Z"},{"id":684,"slug":"xbuild","name":"XBuild","website":"https://xbuild.ai","hqLocation":"San Francisco, California, USA","foundedYear":2024,"category":["construction-civil-ai","coding-dev-tools"],"description":"AI-native estimating platform using LLMs for construction bidding. Chat-based system allows users to upload measurement reports or describe projects and receive estimates in ~15 minutes.","fundingTotal":"$19M (Series A)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15-20","status":"active","tier":"master-list","whoIsBehind":"Founded 2024; Series A led by N47, with AH, Rackhouse Ventures","pricingTier":"enterprise","notes":"Series A (Jan 2026). Focused initially on roofing; expanding to concrete, landscaping, painting, HVAC. Includes e-sign, payments, deal analytics dashboard.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:26.571Z","viewCount":4,"createdAt":"2026-05-30T13:52:26.571Z","updatedAt":"2026-05-30T13:52:26.571Z"},{"id":540,"slug":"selector","name":"Selector","website":"https://www.selector.ai","hqLocation":"San Jose, USA","foundedYear":2019,"category":["ai-infrastructure","data-analytics"],"description":"Selector is an AI-infused network observability platform founded by ex-Juniper Networks executives. It analyzes operational telemetry to provide real-time actionable insights for troubleshooting complex infrastructure challenges in enterprise networks.","fundingTotal":"$32M (2026 announced)","latestValuation":null,"revenueArr":"~$15M+ annualized (based on 230% ARR growth YoY in 2025)","profitabilityStatus":"Strong growth: 4 consecutive years of 2x ARR growth","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2019 by ex-Juniper Networks executives; Series B led by Atlantic Vantage Point (AVP, Feb 2026, $32M)","pricingTier":"enterprise","notes":"Raised $32M Series B in Feb 2026 with backing from Innov8, Ansa Capital, Two Bear Capital, Sinewave Ventures. 230% YoY ARR growth in 2025. Customers include Fortune 20 firms. AI-driven network telemetry analysis.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:35.357Z","viewCount":5,"createdAt":"2026-05-28T15:10:35.357Z","updatedAt":"2026-05-28T15:10:35.357Z"},{"id":681,"slug":"valuebase","name":"Valuebase","website":"https://www.valuebase.ai","hqLocation":"USA","foundedYear":2022,"category":["data-analytics","enterprise-agents"],"description":"AI-powered property valuation platform for tax assessors and jurisdictions using land-first ML models. Provides automated valuations, data quality analysis, feature enrichment, and neighborhood redraws for consistent, equitable property assessments.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15","status":"active","tier":"master-list","whoIsBehind":"Team of valuation and AI experts","pricingTier":"enterprise","notes":"<cite index=\"26-1,26-5,26-9\">Equips governments and financial institutions with AI tools for accurate, fair property valuations using land-first models. Provides 50+ new parcel features automatically (corner lots, flood zones, topography) and ensemble valuation combining nine independent models for residential, commercial, and vacant land.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.764Z","viewCount":4,"createdAt":"2026-05-30T13:51:55.764Z","updatedAt":"2026-05-30T13:51:55.764Z"},{"id":103,"slug":"deepgram","name":"Deepgram","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Speech-to-text and voice agents","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Scott Stephenson","pricingTier":"API / Enterprise","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:19.568Z","updatedAt":"2026-05-23T15:02:19.568Z"},{"id":106,"slug":"speechmatics","name":"Speechmatics","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Multilingual speech recognition","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Katy Wigdahl","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:19.838Z","updatedAt":"2026-05-23T15:02:19.838Z"},{"id":689,"slug":"constructable","name":"Constructable","website":"https://constructable.ai","hqLocation":"United States","foundedYear":2023,"category":["construction-civil-ai","enterprise-agents"],"description":"Modern project management platform for mid-size general contractors. AI-powered unified document management, RFIs, submittals, and project lifecycle control. Alternative to Procore/Fieldwire.","fundingTotal":"$15M+ (Y Combinator funded)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20-30","status":"active","tier":"master-list","whoIsBehind":"Y Combinator-backed; active with GCs/builders across US and Canada","pricingTier":"enterprise","notes":"YC-backed startup (2023+). AI-powered search across all project documents. Unified RFI/submittal/drawing/daily log management. Gaining traction with mid-market contractors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:27.005Z","viewCount":3,"createdAt":"2026-05-30T13:52:27.005Z","updatedAt":"2026-05-30T13:52:27.005Z"},{"id":686,"slug":"xpanner","name":"Xpanner","website":"https://xpanner.com","hqLocation":"Irvine, California, USA (HQ: South Korea)","foundedYear":2020,"category":["robotics-physical","construction-civil-ai"],"description":"Physical AI automation for construction job sites. Hardware-software platform automating layout, grading, and material handling for solar, battery storage, and data center construction.","fundingTotal":"$38M total (Series B bridge $18M in May 2026)","latestValuation":null,"revenueArr":"$31M+ cumulative (2026); sustainably profitable Q1 2026","profitabilityStatus":"Profitable Q1 2026 with 10x YoY US growth, zero churn","headcount":"~50-70","status":"active","tier":"master-list","whoIsBehind":"Founded 2020 (ex-Bobcat, BMW, Boeing, Hexagon, Volvo executives); Korea Investment Partners, KB Investment lead","pricingTier":"api","notes":"Series B bridge $18M (May 2026). Partners: Mortenson, Black & Veatch, QCells. BuiltWorlds Global Robotics Top 50 (2023-2025). Focused on labor-saving automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:26.742Z","viewCount":3,"createdAt":"2026-05-30T13:52:26.742Z","updatedAt":"2026-05-30T13:52:26.742Z"},{"id":687,"slug":"planera","name":"Planera","website":"https://planera.io","hqLocation":"Pleasanton, California, USA","foundedYear":2021,"category":["construction-civil-ai","data-analytics"],"description":"Cloud-native visual CPM scheduling platform combining enterprise critical-path depth with Lean collaboration. AI-assisted planning for general contractors and project owners.","fundingTotal":"$21.5M (Series A+)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~25-35","status":"active","tier":"master-list","whoIsBehind":"Founded 2021; customers: Balfour Beatty, Skanska, HITT Contracting, Zachry Construction","pricingTier":"enterprise","notes":"Series C extension $8M (Q4 2025) for data center scheduling expansion. CPM Canvas visual interface + AI planning. Direct competitor to Touchplan/Oracle P6.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:26.831Z","viewCount":5,"createdAt":"2026-05-30T13:52:26.831Z","updatedAt":"2026-05-30T13:52:26.831Z"},{"id":300,"slug":"gradium","name":"Gradium","website":"https://gradium.ai","hqLocation":"Europe","foundedYear":2024,"category":["voice-audio-music","foundation-models"],"description":"Gradium is developing next-generation expressive artificial intelligence voice models capable of conveying emotion, nuance, and personality in speech synthesis. The company focuses on building voice models that sound more natural and human-like than existing text-to-speech technologies.","fundingTotal":"$70 million","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"European AI voice startup; backed by founders from Mistral AI and other European AI labs","pricingTier":"enterprise","notes":"$70M seed round in 2025 led by Balderton Capital. One of Europe's largest seed rounds. Represents next wave in expressive voice synthesis beyond standard TTS. European alternative to US-dominated voice AI space.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:59:33.762Z","viewCount":7,"createdAt":"2026-05-24T01:59:33.762Z","updatedAt":"2026-05-24T01:59:33.762Z"},{"id":539,"slug":"observe","name":"Observe","website":"https://www.observe.com","hqLocation":"San Mateo, USA","foundedYear":2017,"category":["ai-infrastructure","data-analytics"],"description":"Observe is an AI-powered observability platform built on Snowflake architecture that monitors applications and tracks system failures. The company provides a unified, lower-cost alternative to incumbents like Datadog and Splunk, with integrated AI agents for autonomous troubleshooting and incident resolution.","fundingTotal":"$270M+","latestValuation":"~$1B (acquisition offer by Snowflake, reported Dec 2025)","revenueArr":"~$50M+ (tripled YoY as of June 2025)","profitabilityStatus":"Growing revenue with strong retention (93% GRR, 180% NRR)","headcount":"200","status":"active","tier":"master-list","whoIsBehind":"Founded 2017; Series C led by Sutter Hill Ventures (June 2025, $156M round)","pricingTier":"enterprise","notes":"Raised $156M Series C in June 2025; tripled revenue year-over-year with 100+ customers; Snowflake reportedly seeking $1B acquisition in Dec 2025. AI assistant launched for natural-language querying of system data.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:10:35.101Z","viewCount":6,"createdAt":"2026-05-28T15:10:35.101Z","updatedAt":"2026-05-28T15:10:35.101Z"},{"id":690,"slug":"rudus","name":"Rudus","website":"https://rudus.io","hqLocation":"United States","foundedYear":2023,"category":["construction-civil-ai","data-analytics"],"description":"AI-powered takeoff and estimation platform specialized for concrete contractors. Automates quantity extraction from plans, reducing takeoff time by 70% and enabling bidding on 2-5x more projects.","fundingTotal":"$5M+ (Seed/Series A)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~10-15","status":"active","tier":"master-list","whoIsBehind":"Y Combinator-backed; concrete contractor founder team","pricingTier":"api","notes":"YC-backed concrete estimating platform. Vertical-specific (concrete) with proven 70% takeoff time reduction. Growing traction with specialty contractors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:27.091Z","viewCount":4,"createdAt":"2026-05-30T13:52:27.091Z","updatedAt":"2026-05-30T13:52:27.091Z"},{"id":696,"slug":"nosto","name":"Nosto","website":"https://www.nosto.com","hqLocation":"Helsinki, Finland","foundedYear":2012,"category":["ai-infrastructure","data-analytics"],"description":"AI-powered Commerce Experience Platform delivering end-to-end personalization across product recommendations, search, merchandising, content and A/B testing. Recently launched Huginn, a 24/7 AI agent for uncovering revenue opportunities and providing strategic commerce insights.","fundingTotal":"estimated $50M+","latestValuation":null,"revenueArr":"~$30M+ estimated","profitabilityStatus":"profitable or near-profitable","headcount":"150-200 estimated","status":"active","tier":"master-list","whoIsBehind":"profiled through industry analysts","pricingTier":"enterprise","notes":"Mature platform with strong enterprise adoption. Experience AI engine unifies customer, product, and content data. Huginn AI Agent (2025 launch) automates revenue optimization. Marc Jacobs case study shows AI-personalization generating 9% of online revenue. Strong integration ecosystem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.483Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.483Z","updatedAt":"2026-05-30T13:52:59.483Z"},{"id":695,"slug":"albatross-ai","name":"Albatross AI","website":"https://www.albatross.ai","hqLocation":"Switzerland","foundedYear":2022,"category":["ai-infrastructure","data-analytics"],"description":"E-commerce personalization AI company using transformer models to capture user actions in real-time and predict shopper intent. Addresses long-standing problems in predictive recommendations: long training periods, cold-start problems for new shoppers/products, and real-time adaptation to changing behavior.","fundingTotal":"undisclosed Series A+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"15-25 estimated","status":"active","tier":"master-list","whoIsBehind":"Matteo Ruffini (Chief Science Officer), Swiss startup team","pricingTier":"api","notes":"Claims first infrastructure for training personalization models on live events. Uses event-triplet transformer model (user, action, item) for intent prediction vs. historical behavior. Featured in Forbes (Feb 2025). Solves key e-commerce personalization challenges with continuous learning.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.397Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.397Z","updatedAt":"2026-05-30T13:52:59.397Z"},{"id":694,"slug":"osa-commerce","name":"Osa Commerce","website":"https://www.osacommerce.com","hqLocation":"Atlanta, USA","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"Innovative commerce operations platform dedicated to transforming supply chains with AI intelligence and automation. Specializes in connecting, unifying, and automating commerce operations for retailers, logistics providers and their customers with AI-driven workflow automation.","fundingTotal":"undisclosed, Series A confirmed","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-30 estimated","status":"active","tier":"master-list","whoIsBehind":"Sam Lurye (Founder & CEO)","pricingTier":"enterprise","notes":"Founded 2023, rapid growth in automation of logistics workflows. Enables logistics companies to automate data entry and focus on high-value tasks. Positioned to serve retail and logistics companies implementing AI-native operations platforms.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.309Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.309Z","updatedAt":"2026-05-30T13:52:59.309Z"},{"id":623,"slug":"agroscout","name":"AgroScout","website":"https://agroscout.com","hqLocation":"Yiron, Israel","foundedYear":2017,"category":["agriculture","data-analytics","climate-agriculture"],"description":"AgroScout provides AI-powered crop intelligence using affordable, user-generated drone and smartphone data to detect pests, diseases, and crop health at individual plant level. The platform enables real-time early intervention reducing pesticide use by up to 85%, targeting the 95% of underserved global farmers without access to expensive precision agriculture tools.","fundingTotal":"$10.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-50 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Founders: Nadav Bocher (CEO), Itzhak Khait, Alon Klein Orbak; backed by Trendlines Group, Israel Innovation Authority, Google for Startups Accelerator: Climate Change","pricingTier":"freemium + enterprise","notes":"Featured in Google for Startups Accelerator: Climate Change program. Deployed across North America, Latin America, South Africa and Israel with commercial pilots from PepsiCo and major agricultural processors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:24.117Z","viewCount":5,"createdAt":"2026-05-28T15:28:24.117Z","updatedAt":"2026-05-28T15:28:24.117Z"},{"id":693,"slug":"interos-ai","name":"Interos.ai","website":"https://www.interos.ai","hqLocation":"Arlington, USA","foundedYear":2017,"category":["data-analytics","ai-infrastructure"],"description":"AI-powered supply chain risk management and operational resilience platform that combines AI with predictive analytics to identify and mitigate disruptions across global supply chains. Serves commercial enterprises and federal agencies with comprehensive supply chain visibility and risk intelligence.","fundingTotal":"$50+ million","latestValuation":"estimated $300M+","revenueArr":"~$10-15M estimated","profitabilityStatus":"scaling","headcount":"100-150 estimated","status":"active","tier":"master-list","whoIsBehind":"Ted Krantz (CEO), team with defense and federal sector expertise","pricingTier":"enterprise","notes":"Raised $20M in funding (Jan 2026) led by Blue Owl Capital and Structural Capital. Clients include Cooper University Health Care, Vantage Data Centers, TD Bank, Defense Logistics Agency. Provides predictive analytics for supply chain resilience and disruption mitigation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.222Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.222Z","updatedAt":"2026-05-30T13:52:59.222Z"},{"id":692,"slug":"altana-ai","name":"Altana AI","website":"https://altana.ai","hqLocation":"New York, USA","foundedYear":2018,"category":["data-analytics","ai-infrastructure"],"description":"AI-powered global value chain management platform that analyzes 2.8 billion shipments, 500 million companies and 850 million facilities to provide supply chain transparency and risk assessment. Uses AI to identify forced labor suppliers, track illicit substances, ensure regulatory compliance, and enable geopolitical risk management.","fundingTotal":"$343 million","latestValuation":"$1 billion (Series C July 2024)","revenueArr":"estimated $50M+","profitabilityStatus":"scaling","headcount":"200-300 estimated","status":"active","tier":"master-list","whoIsBehind":"Evan Smith (Co-founder & CEO), Peter Swartz, Raphael Tehranian; backed by US Innovative Technology Fund, GV, Activate Capital, Salesforce Ventures","pricingTier":"enterprise","notes":"Achieved unicorn status July 29, 2024 with $200M Series C led by US Innovative Technology Fund. Clients include Maersk, Boston Scientific, ZF, Lloyd's Insurance, US Customs & Border Protection. Value Chain Management System launched 2024 with GenAI capabilities for collaborative workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.134Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.134Z","updatedAt":"2026-05-30T13:52:59.134Z"},{"id":104,"slug":"assemblyai","name":"AssemblyAI","website":null,"hqLocation":null,"foundedYear":null,"category":["voice-audio-music"],"description":"Universal streaming speech recognition","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dylan Fox","pricingTier":"API","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":7,"createdAt":"2026-05-23T15:02:19.658Z","updatedAt":"2026-05-23T15:02:19.658Z"},{"id":691,"slug":"gather-ai","name":"Gather AI","website":"https://www.gather.ai","hqLocation":"Pittsburgh, USA","foundedYear":2017,"category":["robotics-physical","data-analytics","ai-infrastructure"],"description":"Physical AI company using computer vision and machine learning on drones and material handling equipment to digitize warehouse operations in real-time with 99.9%+ accuracy. Provides dock-to-dock operational intelligence, reducing manual inventory work by 80% and achieving ROI in under six months for enterprise logistics clients.","fundingTotal":"$74 million","latestValuation":"estimated $300M+","revenueArr":"~$15-20M estimated","profitabilityStatus":"scaling, customer payback < 6 months","headcount":"50-100 estimated","status":"active","tier":"master-list","whoIsBehind":"Sankalp Arora (CEO & Co-Founder), team with Carnegie Mellon robotics roots and Amazon Robotics scaling experience","pricingTier":"enterprise","notes":"Raised $40M Series B in Feb 2026 led by Smith Point Capital Management (Keith Block, ex-Salesforce co-CEO). 250% bookings growth YoY, 99.9% inventory accuracy, deployed at GEODIS, NFI Industries, Kwik Trip, dnata, Axon. Named to Fast Company's 2026 World's Most Innovative Companies list.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:58.868Z","viewCount":4,"createdAt":"2026-05-30T13:52:58.868Z","updatedAt":"2026-05-30T13:52:58.868Z"},{"id":766,"slug":"teamsolve","name":"TeamSolve","website":"https://teamsolveai.com/","hqLocation":"Singapore","foundedYear":2022,"category":["enterprise-agents","productivity-workflow"],"description":"<cite index=\"27-28,27-29\">TeamSolve is a Singapore-hailed startup backed by SGInnovate and Burnt Island Ventures that uses generative AI to support field teams in industries like construction, maintenance and utilities</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by SGInnovate and Burnt Island Ventures","pricingTier":"enterprise","notes":"TeamSolve represents emerging SEA AI startups solving practical industrial problems through generative AI for field operations, with government and leading regional venture backing.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.647Z","viewCount":3,"createdAt":"2026-05-30T14:01:35.647Z","updatedAt":"2026-05-30T14:01:35.647Z"},{"id":767,"slug":"huawei-cloud-pangu-models","name":"Huawei Cloud / Pangu Models","website":"https://www.huaweicloud.com/intl/","hqLocation":"Shenzhen, China","foundedYear":2017,"category":["foundation-models","enterprise-agents","ai-infrastructure"],"description":"Huawei's cloud division operates Pangu, a family of multimodal industrial AI models designed for manufacturing, finance, and transportation. Pangu 5.5 (718B parameters) deployed across 500+ scenarios in 30+ industries with production-grade inference infrastructure.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$10B+ (Huawei Cloud segment, 2024)","profitabilityStatus":"Profitable (as Huawei subsidiary)","headcount":"2000+","status":"active","tier":"master-list","whoIsBehind":"Huawei; CEO Zhang Ping'an","pricingTier":"enterprise","notes":"June 2025: Pangu 5.5 release with 718B parameters. AI Compute Service customers grew 5.6x (321→1,805) in 2025. Recently open-sourced via openPangu initiative targeting Dec 2025 completion.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:13.596Z","viewCount":4,"createdAt":"2026-05-30T14:02:13.596Z","updatedAt":"2026-05-30T14:02:13.596Z"},{"id":759,"slug":"reactor","name":"Reactor","website":"https://www.reactor.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["video-generation","ai-infrastructure"],"description":"Real-time AI video generation platform co-founded by former Apple Vision Pro technical leads. Provides SDK and API for developers to build real-time interactive video applications with sub-100ms latency, enabling dynamic content generation shaped by user interaction.","fundingTotal":"$59M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"16","status":"active","tier":"master-list","whoIsBehind":"Alberto Taiuti (CEO), Bryce Schmidtchen (CTO), with team from Apple, Netflix, Meta, Google, Adobe","pricingTier":"api | enterprise","notes":"Series A led by Lightspeed Venture Partners with participation from Jeffrey Katzenberg's WndrCo. Partners with AWS for compute infrastructure. Focuses on real-time video generation for interactive applications, film production, and software development.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:33.863Z","viewCount":5,"createdAt":"2026-05-30T14:00:33.863Z","updatedAt":"2026-05-30T14:00:33.863Z"},{"id":763,"slug":"vinbrain","name":"VinBrain","website":"https://vinbrain.net/","hqLocation":"Hanoi, Vietnam","foundedYear":2017,"category":["healthcare"],"description":"<cite index=\"30-3,30-4\">VinBrain is an AI healthcare startup funded by Vingroup that develops AI-based medical devices and software for diagnostics</cite>. <cite index=\"30-5,30-6\">VinBrain's AI tools have been deployed in 182+ hospitals across Vietnam and abroad for analysis of X-rays, lab tests and pathology images</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Backed by Vingroup (Vietnam's largest private conglomerate)","pricingTier":"enterprise","notes":"<cite index=\"30-2,30-7\">In December 2024, NVIDIA announced it will acquire VinBrain to accelerate AI healthcare innovation, highlighting VinBrain's prominence in medical AI solutions</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.382Z","viewCount":3,"createdAt":"2026-05-30T14:01:35.382Z","updatedAt":"2026-05-30T14:01:35.382Z"},{"id":761,"slug":"tier-iv","name":"Tier IV","website":"https://tier4.jp/en/","hqLocation":"Tokyo, Japan","foundedYear":2015,"category":["coding-dev-tools","robotics-physical","ai-infrastructure"],"description":"<cite index=\"41-21\">Tier IV develops Autoware, the world's first open-source software for autonomous driving</cite>, and commercializes software platforms for Level 4 autonomous driving systems. <cite index=\"41-1,41-8\">The company has raised $243 million in total funding with $132 million in Series B alone</cite>.","fundingTotal":"$243M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Shinpei Kato (founder/CEO), early open-source autonomy pioneer","pricingTier":"api","notes":"<cite index=\"40-7\">In November 2025, Tier IV's autonomous shuttle began operation serving the National Diet in Tokyo</cite>. <cite index=\"43-1\">In 2025, the company formed a landmark partnership with mobility startup newmo to commercialize robotaxi services</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.037Z","viewCount":4,"createdAt":"2026-05-30T14:01:35.037Z","updatedAt":"2026-05-30T14:01:35.037Z"},{"id":764,"slug":"upstage","name":"Upstage","website":"https://www.upstage.ai/","hqLocation":"Seoul, South Korea","foundedYear":2020,"category":["foundation-models","ai-infrastructure"],"description":"Upstage is a leading Korean AI foundation model developer competing in South Korea's sovereign AI initiative. <cite index=\"13-1\">The company was selected by the Ministry of Science and ICT as one of five consortia to compete for sovereign AI development, with $381 million in government funding allocated</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Korean AI foundation model consortium leader","pricingTier":"api","notes":"<cite index=\"13-17\">A first-stage evaluation in late December 2025 narrowed the field of sovereign AI competitors from five to four teams, with only two surviving by 2027</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.472Z","viewCount":4,"createdAt":"2026-05-30T14:01:35.472Z","updatedAt":"2026-05-30T14:01:35.472Z"},{"id":782,"slug":"oasis-security","name":"Oasis Security","website":"https://oasissecurity.io","hqLocation":"New York, Tel Aviv","foundedYear":2022,"category":["enterprise-agents","ai-infrastructure","defense-government"],"description":"Non-human identity and agentic access management platform securing machine identities, service accounts, and AI agents across enterprises. Raised $190M total with Fortune 500 customer concentration.","fundingTotal":"$190M","latestValuation":"~$800M-1B (estimated)","revenueArr":"~$25M+ ARR (5x growth YoY)","profitabilityStatus":null,"headcount":"100+","status":"active","tier":"master-list","whoIsBehind":"Danny Brickman (CEO, Unit 81), Amit Zimerman (CPO, Unit 81)","pricingTier":"enterprise","notes":"$120M Series B in March 2026 led by Craft Ventures. Platform addresses AI agent identity risks as machine identities now outnumber humans 82-100:1. Majority of Fortune 500 clients.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:11.306Z","viewCount":5,"createdAt":"2026-05-30T14:03:11.306Z","updatedAt":"2026-05-30T14:03:11.306Z"},{"id":760,"slug":"meshy-ai","name":"Meshy AI","website":"https://www.meshy.ai","hqLocation":"Sunnyvale, United States","foundedYear":2023,"category":["image-generation","design-creative","ai-infrastructure"],"description":"A 3D generative AI platform that converts text, images, and sketches into high-quality 3D models with automatic PBR texturing. Serves game developers, digital artists, and content creators across production pipelines. Integrates with Blender, Unity, Unreal, and industry-standard tools.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$15M","profitabilityStatus":"profitable/positive unit economics (30% MoM growth reported)","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Yuanming (Ethan) Hu (Founder/CEO)","pricingTier":"freemium | api","notes":"Reported $15M ARR with 30% month-over-month growth in Nov 2025. Featured as only 3D generation tool in A16Z 2024 Games Report. Meshy 6 Preview launched Oct 2025 with sculpture-level mesh quality improvements. Serves 6M users globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:00:59.520Z","viewCount":4,"createdAt":"2026-05-30T14:00:59.520Z","updatedAt":"2026-05-30T14:00:59.520Z"},{"id":765,"slug":"nota-ai","name":"Nota AI","website":"https://nota.ai/","hqLocation":"Seoul, South Korea","foundedYear":2021,"category":["ai-infrastructure","coding-dev-tools"],"description":"Nota AI is an AI optimization model company with investment from Naver D2 Startup Factory. <cite index=\"19-11\">Nota AI has been named a global leader in AI optimization and was among Korea's 2024 promising AI startups</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded with backing from Naver D2 Startup Factory","pricingTier":"enterprise","notes":"Nota AI focuses on model optimization for on-device and edge deployment, addressing Korea's AI infrastructure priorities. Included in KPAS 2024 finalists representing Korea's next unicorns.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.560Z","viewCount":4,"createdAt":"2026-05-30T14:01:35.560Z","updatedAt":"2026-05-30T14:01:35.560Z"},{"id":768,"slug":"ainnovation-technology-group","name":"AInnovation Technology Group","website":"https://www.ainnovation.com/","hqLocation":"Qingdao, China","foundedYear":2014,"category":["enterprise-agents","data-analytics","ai-infrastructure"],"description":"Public Chinese AI company specializing in machine vision and decision intelligence for manufacturing, energy, semiconductors, and steel. ~$187M annual revenue (H1 2025) with 902 employees and commercial deployments across heavy industries.","fundingTotal":null,"latestValuation":"$597M (market cap, Oct 2025)","revenueArr":"~$187M (TTM, H1 2025)","profitabilityStatus":"Net loss -$0.12 EPS (2025)","headcount":"902","status":"active","tier":"master-list","whoIsBehind":"Faen Zhang (founder, 2014); Public: HK 02121","pricingTier":"enterprise","notes":"Only Chinese industrial AI vision/decision company at scale with listed equity (HK Star Market via reverse merger). Focus on QA, predictive maintenance, and production optimization for BOE, Baosteel, and major industrial clients.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:13.856Z","viewCount":4,"createdAt":"2026-05-30T14:02:13.856Z","updatedAt":"2026-05-30T14:02:13.856Z"},{"id":858,"slug":"producepay","name":"ProducePay","website":"https://producepay.com","hqLocation":"Los Angeles, California, USA","foundedYear":2015,"category":["ai-infrastructure","data-analytics"],"description":"<cite index=\"50-1\">ProducePay is transforming the fresh produce industry through a combination of FinTech services and supply chain integration.</cite> <cite index=\"52-11,52-12\">The Los Angeles-based agtech start-up has raised US$38 million in Series D financing. The Series D round was led by Syngenta Group Ventures, the venture capital arm of agricultural giant Syngenta Group.</cite> <cite index=\"53-20\">The new capital brings ProducePay's total raised to $136 million.</cite>","fundingTotal":"$136M+","latestValuation":null,"revenueArr":"~$63M (2026 estimate)","profitabilityStatus":null,"headcount":"~300","status":"active","tier":"master-list","whoIsBehind":"Pablo Borquez Schwarzbeck (founder, fourth-generation farmer), Patrick McCullough (CEO)","pricingTier":"enterprise","notes":"<cite index=\"54-1\">ProducePay is recognized as one of Fast Company's Most Innovative Companies and the World Economic Forum's newest Unicorn Innovators for its transformational work strengthening the fresh produce supply chain.</cite> <cite index=\"54-9\">To date, the company has supported more than $4.5 billion in fresh produce transactions globally.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:53.156Z","viewCount":4,"createdAt":"2026-05-30T14:12:53.156Z","updatedAt":"2026-05-30T14:12:53.156Z"},{"id":773,"slug":"inspur-group-ai-division","name":"Inspur Group AI Division","website":"https://www.inspur.com/","hqLocation":"Jinan, China","foundedYear":1992,"category":["ai-infrastructure","enterprise-agents"],"description":"Enterprise IT infrastructure giant with growing AI/cloud division. Provides AI cloud platforms, training infrastructure, and enterprise AI solutions for government and manufacturing. Part of broader Inspur ecosystem (40K+ employees, $10B+ revenue).","fundingTotal":null,"latestValuation":null,"revenueArr":"~$12B+ (Inspur Group, 2024)","profitabilityStatus":"Profitable (Group level)","headcount":"40000+","status":"active","tier":"master-list","whoIsBehind":"Founded 1992; publicly traded China tech giant","pricingTier":"enterprise","notes":"Underappreciated enterprise AI infrastructure player. Massive installed base in government/manufacturing. Key partner for Huawei, Baidu model deployment. Less visible than startups but meets bar via scale, revenue, and government/enterprise penetration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:14.291Z","viewCount":4,"createdAt":"2026-05-30T14:02:14.291Z","updatedAt":"2026-05-30T14:02:14.291Z"},{"id":772,"slug":"jiushi-intelligence","name":"Jiushi Intelligence (九势智能)","website":"https://www.jiushitech.com/","hqLocation":"Beijing, China","foundedYear":2019,"category":["enterprise-agents","robotics-physical"],"description":"Autonomous freight vehicle company with L4 driving tech. Raised $400M Series B (Oct 2025, led by Ant Group). Commercial Z-series RoboVans deployed on urban motorways; June 2025 E6 launch; Aug 2025 L-series for heavy loads (1.8T+).","fundingTotal":"$400M+","latestValuation":"$2B+ (estimated post Series B4, Oct 2025)","revenueArr":"~$30M+ (early commercialization, 2025)","profitabilityStatus":"Not disclosed (growth-stage)","headcount":"500+","status":"active","tier":"master-list","whoIsBehind":"Founded 2019; led by Ant Group investment (2025)","pricingTier":"enterprise","notes":"Oct 2025: Series B4 $100M (Ant Group led). First unmanned freight on urban motorways. Z-series commercial RoboVans; May 2025 E6 launch; Aug 2025 L-series 5m³ model. Full-stack L4+ tech with redundancy and safety focus.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:14.203Z","viewCount":3,"createdAt":"2026-05-30T14:02:14.203Z","updatedAt":"2026-05-30T14:02:14.203Z"},{"id":769,"slug":"wisson-ai","name":"Wisson AI","website":"https://www.wisson.com/","hqLocation":"Beijing, China","foundedYear":2020,"category":["enterprise-agents","data-analytics"],"description":"Decision intelligence system spinoff from Chinese Academy of Sciences Institute of Automation. Ranked top enterprise LLM-driven decision intelligence platform (2024 Forbes China AI TOP 50). Targets finance, manufacturing, and supply chain optimization.","fundingTotal":"~$50M+ (estimated)","latestValuation":null,"revenueArr":"Not disclosed","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Researchers from CAS Institute of Automation","pricingTier":"enterprise","notes":"May 2026: Featured in Forbes China 2026 AI TOP 50 as top decision intelligence system. DOMA-centered architecture for enterprise LLM. Strong academic backing but limited public disclosure.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:02:13.942Z","viewCount":4,"createdAt":"2026-05-30T14:02:13.942Z","updatedAt":"2026-05-30T14:02:13.942Z"},{"id":770,"slug":"minivision-minuai","name":"Minivision / MinuAI","website":"https://www.minivision.com/","hqLocation":"Beijing, China","foundedYear":2016,"category":["enterprise-agents","data-analytics"],"description":"Computer vision and industrial intelligence company. CVPR and NIST champion; filed for Hong Kong IPO targeting 2026. Positions itself as definer of industrial vision intelligent agents for manufacturing quality control and logistics.","fundingTotal":"~$100M+ (estimated across rounds)","latestValuation":null,"revenueArr":"Not disclosed","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2016; preparing HK IPO (2026 target)","pricingTier":"enterprise","notes":"May 2026: Featured in Forbes China 2026 AI TOP 50. CVPR/NIST awards indicate technical depth. IPO filing suggests $15M+ ARR threshold likely met. Focus: industrial vision agents for manufacturing.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:02:14.029Z","viewCount":4,"createdAt":"2026-05-30T14:02:14.029Z","updatedAt":"2026-05-30T14:02:14.029Z"},{"id":771,"slug":"micro-intelligence","name":"Micro-Intelligence (微智能)","website":"https://www.micro-intelligence.cn/","hqLocation":"Changzhou, China","foundedYear":2015,"category":["enterprise-agents","data-analytics"],"description":"Unicorn AI company specializing in quality inspection robots for manufacturing. Database of 100M+ defect samples for molded products. Deployed in electric motor stators, battery manufacturing, and 3C assembly for defect detection and post-assembly QA.","fundingTotal":"~$100M+ (unicorn funding rounds)","latestValuation":"$1B+ (unicorn status, 2024)","revenueArr":"~$50M+ (estimated)","profitabilityStatus":"Not disclosed","headcount":"200+","status":"active","tier":"master-list","whoIsBehind":"Founded 2015; backed by strategic investors in power battery ecosystem","pricingTier":"enterprise","notes":"May 2024: Mentioned as unicorn in Xinhua/China Daily articles on AI manufacturing. Quality inspection robots deployed across battery, motor, and electronics manufacturing with massive labeled defect dataset.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:02:14.118Z","viewCount":5,"createdAt":"2026-05-30T14:02:14.118Z","updatedAt":"2026-05-30T14:02:14.118Z"},{"id":774,"slug":"iflytek-enterprise","name":"IFlytek Enterprise (讯飞智企)","website":"https://www.iflytek.com/","hqLocation":"Hefei, China","foundedYear":2000,"category":["enterprise-agents","voice-audio-music"],"description":"Speech recognition and AI assistant platform for enterprise. Listed on Shanghai Stock Exchange. Government-designated 'national AI team' by State Council. Provides NLP, voice, and customer service AI agents for finance, healthcare, and government.","fundingTotal":null,"latestValuation":"~$8B+ (market cap, 2024)","revenueArr":"~$1.2B+ (2024)","profitabilityStatus":"Profitable (2024)","headcount":"5000+","status":"active","tier":"master-list","whoIsBehind":"Founded 2000; public company (SZE 002230); State Council 'national AI team' designation","pricingTier":"enterprise","notes":"Already listed (pre-included in emphasis list but confirm still meets bar). Speech+NLP leader; designated national AI team. Strong government/enterprise customer base. Positioned as consumer-grade but significant B2B via customer service AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:14.376Z","viewCount":4,"createdAt":"2026-05-30T14:02:14.376Z","updatedAt":"2026-05-30T14:02:14.376Z"},{"id":554,"slug":"boston-dynamics","name":"Boston Dynamics","website":"https://www.bostondynamics.com","hqLocation":"Waltham, Massachusetts, USA","foundedYear":2009,"category":["robotics-physical","ai-infrastructure"],"description":"Hyundai-backed robotics leader (acquired 2020). Boston Dynamics develops Atlas bipedal humanoid and Spot quadruped. April 2024 transition from hydraulic to fully electric Atlas marks shift from R&D demos to commercial viability. Hyundai collaborating on Atlas deployment in automotive manufacturing. Spot operating in multiple industries (inspection, research).","fundingTotal":"Hyundai acquisition ~$80M (2020); undisclosed continued funding","latestValuation":"~$300M+ (estimated post-Hyundai, internal valuation only)","revenueArr":null,"profitabilityStatus":null,"headcount":"~300+","status":"active","tier":"master-list","whoIsBehind":"Marc Raibert (Founder), Hyundai ownership","pricingTier":"enterprise","notes":"Electric Atlas (April 2024) targets practical industrial deployment vs. earlier hydraulic research platform. Spot robots in live commercial deployments (inspection, research). Hyundai developing next-gen automotive manufacturing use cases. Represents category shift from robotics-as-spectacle to real-world industrial autonomy.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:59.363Z","viewCount":5,"createdAt":"2026-05-28T15:11:59.363Z","updatedAt":"2026-05-28T15:11:59.363Z"},{"id":788,"slug":"ori","name":"Ori","website":"https://oriindustries.com","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["ai-infrastructure"],"description":"Connective infrastructure layer providing pay-as-you-go GPU compute (H100, H200, GB200 chips) for AI model training, inference, and deployment across Europe. Addresses European shortage of sovereign AI compute capacity.","fundingTotal":"$175M+","latestValuation":null,"revenueArr":"$42M ARR (Q1 2024); projected to exceed $300M by 2024 YE","profitabilityStatus":"growing ARR trajectory","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Leadership not specified in available sources","pricingTier":"api","notes":"Raised $175M Series A (February 2025) with strategic investment from Saudi Aramco's Wa'ed Ventures. Early deployment of NVIDIA's newest chips provides hardware edge over competitors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:22.382Z","viewCount":3,"createdAt":"2026-05-30T14:04:22.382Z","updatedAt":"2026-05-30T14:04:22.382Z"},{"id":789,"slug":"konux","name":"KONUX","website":"https://konux.com","hqLocation":"Munich, Germany","foundedYear":2014,"category":["data-analytics","robotics-physical"],"description":"AI/IoT platform for railway predictive maintenance using machine learning and industrial sensors. Delivers SaaS solutions for switch monitoring, asset health prediction, and maintenance automation. Currently deployed on Deutsche Bahn network and international railways.","fundingTotal":"$130M+","latestValuation":"~$400M (estimated)","revenueArr":"~$20-30M (estimated based on customer base)","profitabilityStatus":"Approaching profitability","headcount":"~70","status":"active","tier":"master-list","whoIsBehind":"Andreas Kunze (co-founder, CEO), Dennis Humhal, Maximilian Hasler, Vlad Lata","pricingTier":"enterprise","notes":"WEF Technology Pioneer 2017. Won Deutsche Bahn tender 2020, expanded to Spain (ADIF), France (SNCF), Belgium (Infrabel). Real-time AI Reliability Score predicts switch failures 4+ months ahead. Latest news: 2025 EIC Scaling Club membership.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:55.813Z","viewCount":4,"createdAt":"2026-05-30T14:04:55.813Z","updatedAt":"2026-05-30T14:04:55.813Z"},{"id":791,"slug":"nyonic","name":"Nyonic","website":"https://nyonic.eu","hqLocation":"Berlin, Germany","foundedYear":2023,"category":["foundation-models"],"description":"Foundation models for European industry with focus on multilingual, domain-specific LLMs for manufacturing and automotive. Develops vertical models tailored to mechanical engineering and industrial use cases. Emphasizes trustworthy, sovereign AI aligned with EU regulations.","fundingTotal":"~$25-30M (estimated, Series A)","latestValuation":"$100-150M (estimated)","revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Feiyu Xu (former SAP Global Head of AI, CEO—departed 2024), Johannes Otterbach (ex-OpenAI CTO—departed 2024), Hans Uszkoreit (DFKI Scientific Director—departed 2024), Dong Han (founder, current strategic lead)","pricingTier":"api","notes":"Founded by German AI veterans and OpenAI researcher. Exclusive Series A investment from Lenovo Capital (2023, undisclosed amount). However, four of five co-founders departed Feb 2024 citing strategic shift toward China. Current status disputed; German AI Association connection no longer primary differentiator.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:56.154Z","viewCount":4,"createdAt":"2026-05-30T14:04:56.154Z","updatedAt":"2026-05-30T14:04:56.154Z"},{"id":792,"slug":"osapiens","name":"osapiens","website":"https://www.osapiens.com","hqLocation":"Mannheim, Germany","foundedYear":2018,"category":["data-analytics","enterprise-agents"],"description":"AI-powered ESG compliance and supply chain transparency platform. Automates sustainability reporting, regulatory compliance (CSRD/EUDR/CSDDD), and supply chain risk monitoring using real-time data integration and predictive analytics.","fundingTotal":"$235M+ (~€235M estimated)","latestValuation":">$1B","revenueArr":"~$15-20M (2024 estimated)","profitabilityStatus":"Approaching break-even","headcount":"~200","status":"active","tier":"master-list","whoIsBehind":"Susa Geubelle (co-founder, CEO), Juri Sedlmayr (co-founder)","pricingTier":"enterprise","notes":"Series C $100M (Jan 2026) at >$1B valuation. Serves enterprises in automotive, fashion, chemicals for compliance automation. Integration with SAP, Salesforce, Oracle. Growing 50%+ YoY. Featured in Deutsche Telekom Industrial AI Cloud partnerships.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:56.241Z","viewCount":4,"createdAt":"2026-05-30T14:04:56.241Z","updatedAt":"2026-05-30T14:04:56.241Z"},{"id":796,"slug":"corgi","name":"Corgi","website":"https://corgi.insure","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["legal-finance","enterprise-agents"],"description":"AI-native, full-stack insurance carrier purpose-built for startups, offering modular coverage including D&O, E&O, cyber, and specialized AI liability. Licensed carrier operating its own underwriting, claims, and policy systems in-house.","fundingTotal":"$268M","latestValuation":"$1.3B","revenueArr":null,"profitabilityStatus":null,"headcount":"~59","status":"active","tier":"master-list","whoIsBehind":"Founded by Emily Yuan (ex-OpenAI product manager) and Nico Laqua; Y Combinator Spring 2024 graduate","pricingTier":"api","notes":"Raised $160M Series B in May 2026 led by TCV; received regulatory approval as licensed carrier July 2025. Recently launched AI Coverage for emerging risks and expanding into trucking, payroll, and small business verticals.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.264Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.264Z","updatedAt":"2026-05-30T14:05:45.264Z"},{"id":800,"slug":"federat","name":"Federat","website":"https://federat.io","hqLocation":"United States","foundedYear":2020,"category":["legal-finance"],"description":"AI and deep reinforcement learning platform transforming property and casualty insurance by enabling insurers to deliver inclusive, resilient coverage to underserved communities facing climate risk and social inflation.","fundingTotal":"$40M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by investors with $200B+ AUM including Emergence Capital, Caffeinated Capital, Pear VC","pricingTier":"enterprise","notes":"Secured $40M Series C in 2024 led by StepStone Group. Addresses $1+ trillion P&C and specialty insurance market with AI-driven risk management for climate and underserved segments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.602Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.602Z","updatedAt":"2026-05-30T14:05:45.602Z"},{"id":776,"slug":"firmus","name":"Firmus","website":"https://www.firmus.com.au","hqLocation":"Melbourne, Australia","foundedYear":2022,"category":["ai-infrastructure"],"description":"High-density AI-focused data center operator building 'AI Factories' specifically designed for AI workloads. Operates clusters of GPUs with optimized storage and cooling for long-term AI operations across Asia-Pacific. Planning IPO on ASX.","fundingTotal":"$1.35B","latestValuation":"$5.5B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Coatue Management (lead investor), Nvidia (participating), Blackstone (debt financing)","pricingTier":"enterprise","notes":"Raised $505M Series C in Apr 2026 led by Coatue, plus $10B debt package from Blackstone. Third equity raise in 6 months. Project Southgate partnership with Nvidia/CDC targets 1.6GW capacity over 3 years in Melbourne and Tasmania. IPO targeting $2B additional raise.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.305Z","viewCount":3,"createdAt":"2026-05-30T14:02:41.305Z","updatedAt":"2026-05-30T14:02:41.305Z"},{"id":798,"slug":"liberate-innovations","name":"Liberate Innovations","website":"https://liberateinnovations.com","hqLocation":"United States","foundedYear":2023,"category":["enterprise-agents"],"description":"AI startup automating insurance operations and workflow processes. Platform reduces manual tasks and accelerates claims, underwriting, and compliance operations using generative AI.","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $50M in October 2025 led by Battery Ventures for AI-driven insurance operations automation, focusing on claims and workflow transformation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.435Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.435Z","updatedAt":"2026-05-30T14:05:45.435Z"},{"id":795,"slug":"cybercube","name":"CyberCube","website":"https://www.cybcube.com","hqLocation":"London, United Kingdom","foundedYear":2015,"category":["legal-finance","data-analytics"],"description":"Cyber risk analytics platform combining big data AI with actuarial science to power underwriting and risk quantification for cyber insurance. Trusted by 75% of top 40 US and European cyber insurers by gross written premiums and majority of top 20 global brokers.","fundingTotal":"$180M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2015; investors include Forgepoint Capital, HSCM Bermuda, Morgan Stanley Tactical Value","pricingTier":"enterprise","notes":"In October 2025, raised $180M in venture round led by Spectrum Equity. Serves 130+ clients across cyber (re)insurance value chain with 100+ clients and high double-digit revenue growth.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.010Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.010Z","updatedAt":"2026-05-30T14:05:45.010Z"},{"id":803,"slug":"tidalwave","name":"Tidalwave","website":"https://www.tidalwave.com","hqLocation":"New York, USA","foundedYear":2023,"category":["enterprise-agents"],"description":"Agentic AI-powered mortgage point-of-sale platform automating end-to-end mortgage workflows including verification, underwriting, document processing. Direct integrations with Fannie Mae, Freddie Mac, Plaid, Argyle. Target 200K+ loans/year (4% market share by 2026).","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~40","status":"active","tier":"master-list","whoIsBehind":"Diane Yu (ex-FreeWheel, acquired by Comcast), Jack Deng, Cheng Li","pricingTier":"enterprise","notes":"Series A ($22M) Nov 2025 from Permanent Capital with D.R. Horton (major homebuilder) as investor and customer. Early adopters include NEXA Lending, First Colony Mortgage, Mortgage Solutions. Addresses $1.46T mortgage origination market.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:16.423Z","viewCount":4,"createdAt":"2026-05-30T14:06:16.423Z","updatedAt":"2026-05-30T14:06:16.423Z"},{"id":802,"slug":"verdex","name":"Verdex","website":"https://verdex.ai","hqLocation":"United States","foundedYear":2024,"category":["data-analytics"],"description":"AI insurance adjuster using satellite imagery and data streams to verify agricultural insurance claims in real-time. Automates claims processing for farm insurance and reduces processing costs significantly.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Y Combinator-backed; team includes ex-SafetyWing insurance executive","pricingTier":"enterprise","notes":"YC 2026 graduate currently helping insure over 11% of all American farmland using computer vision and satellite data for instant loss assessment and claims verification.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.775Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.775Z","updatedAt":"2026-05-30T14:05:45.775Z"},{"id":801,"slug":"stand-insurance","name":"Stand Insurance","website":"https://www.standinsurance.com","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["legal-finance"],"description":"AI-powered homeowners insurance startup using remote sensing data and machine learning to assess property risk, simulate damage scenarios, and provide tailored coverage in high-risk markets like wildfire-prone California.","fundingTotal":"$35M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Backed by Eclipse Capital ($4B AUM), Lowercarbon Capital, Inspired Capital","pricingTier":"consumer","notes":"Raised $35M Series B in October 2025 led by Eclipse Capital. Covers properties valued at $1B in wildfire-prone California; expanding into Florida to address hurricane exposure gaps.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.689Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.689Z","updatedAt":"2026-05-30T14:05:45.689Z"},{"id":799,"slug":"furtherai","name":"FurtherAI","website":"https://www.furtherai.com","hqLocation":"United States","foundedYear":2023,"category":["enterprise-agents"],"description":"AI-driven platform automating insurance underwriting, claims, and compliance workflows across the $7 trillion insurance industry. Uses LLMs to reduce fraud and improve risk assessments.","fundingTotal":"$25M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $25M Series A in October 2025 led by Andreessen Horowitz with Y Combinator participation. Platform integrates with carriers and brokers to scale U.S. operations.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.519Z","viewCount":5,"createdAt":"2026-05-30T14:05:45.519Z","updatedAt":"2026-05-30T14:05:45.519Z"},{"id":811,"slug":"payra","name":"Payra","website":"https://payra.com","hqLocation":"Nashville, USA","foundedYear":2021,"category":["enterprise-agents","productivity-workflow"],"description":"B2B payments and accounts receivable automation platform for construction and industrial suppliers integrating with legacy ERP systems (Trimble Viewpoint, Sage, NetSuite). Uses AI to enable self-serve portals, automated account setup, and smart payment reminders.","fundingTotal":"$15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-35 estimated","status":"active","tier":"master-list","whoIsBehind":"founders not publicly named","pricingTier":"enterprise","notes":"Raised $15M growth equity from Edison Partners in Feb 2026; targets construction suppliers, concrete producers, lumber yards, HVAC distributors; AI-integrated modernization of cash collection.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:46.087Z","viewCount":4,"createdAt":"2026-05-30T14:06:46.087Z","updatedAt":"2026-05-30T14:06:46.087Z"},{"id":808,"slug":"trayd","name":"Trayd","website":"https://trayd.ai","hqLocation":"New York, USA","foundedYear":2021,"category":["productivity-workflow","enterprise-agents"],"description":"Back-office operating system for specialty trade contractors (concrete, electrical, plumbing, ironwork, painting) that automates payroll, HR, compliance, and labor cost tracking with real-time visibility into labor, equipment, and material costs.","fundingTotal":"$17M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-30 estimated","status":"active","tier":"master-list","whoIsBehind":"Anna Berger (CEO, co-founder), Cara Kessler (CTO, ex-LinkedIn platform engineer)","pricingTier":"enterprise","notes":"Raised $10M Series A in March 2026 in 3 weeks led by White Star Capital; includes RXR Realty; reduces 14-hour manual payroll process to under 30 minutes; targets underserved specialty trade segment.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:45.656Z","viewCount":4,"createdAt":"2026-05-30T14:06:45.656Z","updatedAt":"2026-05-30T14:06:45.656Z"},{"id":810,"slug":"trunk-tools","name":"Trunk Tools","website":"https://trunk.tools","hqLocation":"USA","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"LLM-powered construction intelligence platform transforming unstructured project data into actionable insights. Flagship product TrunkText allows field workers to query project documents via SMS/mobile, receiving instant answers and documentation.","fundingTotal":"$20M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50 estimated","status":"active","tier":"master-list","whoIsBehind":"founders not publicly named","pricingTier":"enterprise","notes":"Raised $20M Series A in 2024 led by Redpoint Ventures; customers include Gilbane, Suffolk, DPR, STO Building Group; uses LLMs to transform construction documentation into real-time field intelligence.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:46.002Z","viewCount":6,"createdAt":"2026-05-30T14:06:46.002Z","updatedAt":"2026-05-30T14:06:46.002Z"},{"id":813,"slug":"invent-ai","name":"Invent.ai","website":"https://www.invent.ai","hqLocation":"Philadelphia, USA","foundedYear":2016,"category":["data-analytics","enterprise-agents"],"description":"AI-powered retail planning solution for demand forecasting, inventory optimization, replenishment, allocation, returns positioning, and dynamic pricing. Trusted by 50+ global retail chains.","fundingTotal":"$17M (Series B)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"200+ experts","status":"active","tier":"master-list","whoIsBehind":"Prof. [founding team not fully disclosed]; led by LFX Venture Partners","pricingTier":"enterprise","notes":"Series B funding (April 2024, $17M led by LFX Venture Partners). Recognized as 2024 Top Supply Chain Projects winner by Supply & Demand Chain Executive. Deployed with Academy Sports, Five Below, Tailored Brands, GNC, Famous Footwear.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:15.709Z","viewCount":5,"createdAt":"2026-05-30T14:07:15.709Z","updatedAt":"2026-05-30T14:07:15.709Z"},{"id":806,"slug":"leaseai","name":"LeaseAI","website":"https://www.leaseai.com","hqLocation":"USA","foundedYear":null,"category":["enterprise-agents","data-analytics"],"description":"Predictive leasing analytics platform helping property owners optimize tenant placement and retention through AI-powered market trend analysis. Enables landlords to identify high-value tenant profiles and improve lease outcomes.","fundingTotal":"$50M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series B $50M in 2024. Uses advanced algorithms for predictive analytics on tenant preferences and market trends. Cited as major AI proptech investment. Addresses multifamily optimization market.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:16.854Z","viewCount":3,"createdAt":"2026-05-30T14:06:16.854Z","updatedAt":"2026-05-30T14:06:16.854Z"},{"id":812,"slug":"doss","name":"Doss","website":"https://www.doss.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["data-analytics","enterprise-agents"],"description":"AI-native inventory management platform that integrates with existing ERP systems to automate procurement and inventory optimization. Provides an intelligent layer for source-to-pay and supply chain workflows.","fundingTotal":"$55M+ (Series B only)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-100 estimated","status":"active","tier":"master-list","whoIsBehind":"Founded by product/engineering leaders from accounting software space; CEO: Jones","pricingTier":"enterprise","notes":"Series B in March 2026 (co-led by Madrona & Premji Invest, $55M) signaling strong traction in AI-native inventory management space. Pivoted from core accounting to focus on procurement/inventory as differentiator vs. traditional ERPs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:15.454Z","viewCount":4,"createdAt":"2026-05-30T14:07:15.454Z","updatedAt":"2026-05-30T14:07:15.454Z"},{"id":805,"slug":"bedrock-robotics","name":"Bedrock Robotics","website":"https://www.bedrock.technology","hqLocation":"USA","foundedYear":2024,"category":["robotics-physical"],"description":"AI-powered autonomous construction vehicle platform using 3D mapping and computer vision to automate construction and worksite operations. Developed by former Waymo and Segment executives to apply autonomous vehicle tech to construction industry.","fundingTotal":"$270M+","latestValuation":"$1.75B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Former Waymo, Segment executives","pricingTier":"enterprise","notes":"Series B ($270M) Feb 2026 from CapitalG, Valor Atreides AI Fund, Tishman Speyer, MIT, NVentures. Flagship product Bedrock Operator uses AI for 3D mapping via laser pulses and satellite imagery for autonomous construction vehicles.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:16.767Z","viewCount":5,"createdAt":"2026-05-30T14:06:16.767Z","updatedAt":"2026-05-30T14:06:16.767Z"},{"id":815,"slug":"qeen-ai","name":"Qeen.ai","website":"https://www.qeen.ai","hqLocation":"Dubai, UAE","foundedYear":2023,"category":["writing-content","enterprise-agents"],"description":"AI-powered marketing and content automation platform for e-commerce merchants. Uses reinforcement learning (RL-UI) to generate product descriptions, handle conversational sales, and optimize marketing autonomously.","fundingTotal":"$12M (pre-seed + seed)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-30 estimated","status":"active","tier":"master-list","whoIsBehind":"Co-founded by Ibrahimi (ex-DeepMind); founded early 2023","pricingTier":"freemium","notes":"Seed round of $10M (February 2025) after $2M pre-seed. Launched product Q2 2024; claims 15M+ users served, 1M SKU descriptions generated, 30% sales lift. Focuses on MENA e-commerce market.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:15.889Z","viewCount":4,"createdAt":"2026-05-30T14:07:15.889Z","updatedAt":"2026-05-30T14:07:15.889Z"},{"id":807,"slug":"constructify","name":"Constructify","website":"https://www.constructify.ai","hqLocation":"USA","foundedYear":null,"category":["enterprise-agents"],"description":"AI-powered project management platform for construction that streamlines workflows, improves resource allocation, and reduces waste through intelligent automation. Enables builders to improve cost control and schedule adherence.","fundingTotal":"$70M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series C $70M in 2024. Focuses on construction project management with AI for cost forecasting and resource optimization. Addresses construction inefficiencies across residential and commercial segments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:16.943Z","viewCount":3,"createdAt":"2026-05-30T14:06:16.943Z","updatedAt":"2026-05-30T14:06:16.943Z"},{"id":809,"slug":"moab","name":"Moab","website":"https://moab.app","hqLocation":"New York, USA","foundedYear":2024,"category":["productivity-workflow","data-analytics"],"description":"Cloud-based operating system for construction equipment rental industry combining AI-powered fleet management, real-time data handling, and operational complexity automation to replace legacy on-premise software.","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"15-25 estimated","status":"active","tier":"master-list","whoIsBehind":"founders not publicly detailed","pricingTier":"enterprise","notes":"Launched out of stealth with $16M in combined seed/Series A in Feb 2026; positioned to manage $2.5B+ in annual transaction volume and $4B+ in equipment assets.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:06:45.916Z","viewCount":4,"createdAt":"2026-05-30T14:06:45.916Z","updatedAt":"2026-05-30T14:06:45.916Z"},{"id":824,"slug":"quantinuum","name":"Quantinuum","website":"https://www.quantinuum.com","hqLocation":"Cambridge, United Kingdom","foundedYear":2021,"category":["ai-infrastructure","defense-government"],"description":"Post-quantum cryptography and quantum-safe security platform. Quantinuum builds the mathematical safeguards against RSA/ECC encryption collapse under quantum computing, critical for future-proof AI security.","fundingTotal":"$925M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded through merger of Cambridge Quantum and Honeywell Quantum Solutions","pricingTier":"enterprise","notes":"Closed $600M Series B in Aug 2025. Top cybersecurity startup by funding in 2024-2025 period per SoftwareStrategies analysis.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:12.894Z","viewCount":5,"createdAt":"2026-05-30T14:09:12.894Z","updatedAt":"2026-05-30T14:09:12.894Z"},{"id":821,"slug":"candidate-fyi","name":"candidate.fyi","website":"https://candidate.fyi","hqLocation":"Location undisclosed","foundedYear":null,"category":["enterprise-agents"],"description":"<cite index=\"31-1,31-2\">candidate.fyi is an AI-powered interview scheduling and recruiting coordination platform for enterprise talent teams that automates scheduling, candidate communication, and hiring workflows in one system.</cite> <cite index=\"31-5\">It is powered by fyi—AI agents that automate interview scheduling, streamline candidate communication, and give recruiting teams the intelligence to move faster at every stage.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"<cite index=\"31-7,31-8\">Automates interview scheduling for individuals, panels, and loops—without manual coordination; confirmations, reschedules, follow-ups, and edge cases handled automatically.</cite>","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:08:19.875Z","viewCount":4,"createdAt":"2026-05-30T14:08:19.875Z","updatedAt":"2026-05-30T14:08:19.875Z"},{"id":820,"slug":"outrove","name":"Outrove","website":"https://outrove.ai","hqLocation":"Location undisclosed","foundedYear":null,"category":["enterprise-agents"],"description":"<cite index=\"6-21\">Outrove is the world's most realistic AI recruiter, with a human-appearing interview agent that has both video and audio and can join Google Meet calls.</cite> The platform automates initial screening interviews while maintaining conversational quality and candidate experience.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Listed prominently on Y Combinator and SelectSoftware Reviews as a leading AI interview tool with realistic video/audio capabilities for enterprise recruiting teams.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:08:19.793Z","viewCount":3,"createdAt":"2026-05-30T14:08:19.793Z","updatedAt":"2026-05-30T14:08:19.793Z"},{"id":817,"slug":"optimove","name":"Optimove","website":"https://www.optimove.com","hqLocation":"Tel Aviv, Israel","foundedYear":2012,"category":["marketing-personalization","enterprise-agents"],"description":"CRM marketing platform combining a Customer Data Platform (CDP) with AI-driven multichannel marketing hub. Uses AI orchestration and journey mapping to autonomously surface engagement opportunities, optimize campaigns, and personalize messages across email, mobile, ads, and other channels at scale.","fundingTotal":"$75M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"280+","status":"active","tier":"master-list","whoIsBehind":"Pini Yakuel (Founder/CEO); funded by Summit Partners ($75M Series C, 2021) and others","pricingTier":"enterprise","notes":"Sends 23B+ optimized messages annually to 3B+ customers across 500+ brands (Papa John's, BetMGM, Staples). Shipped AI Marketing Tools Hub (Jan 2026, 13 integrated AI tools) and acquired Adact (gamification, Mar 2025). 40%+ revenue growth YoY; expanding global headcount 2x over 24 months.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:43.242Z","viewCount":3,"createdAt":"2026-05-30T14:07:43.242Z","updatedAt":"2026-05-30T14:07:43.242Z"},{"id":670,"slug":"ori-industries","name":"Ori Industries","website":"https://www.ori.ai","hqLocation":"London, UK","foundedYear":2018,"category":["ai-infrastructure"],"description":"<cite index=\"48-14,48-15,48-16\">Ori Industries is a London-based AI infrastructure provider founded in 2018, operating a cloud computing platform delivering high-performance compute for artificial intelligence workloads, established by Mahdi Yahya, providing businesses with pay-as-you-go cloud-based access to high-performance GPUs for AI model training, inference, and deployment.</cite>","fundingTotal":"$175M","latestValuation":null,"revenueArr":"$42M-$300M","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Mahdi Yahya (founder); strategic investor: Saudi Aramco (Wa'ed Ventures)","pricingTier":"api","notes":"<cite index=\"3-4,3-5\">In February 2025, Ori secured $175 million in funding to scale its compute-as-a-service operations across Europe, and announced an undisclosed strategic investment from Saudi Aramco's venture capital arm.</cite> <cite index=\"3-3\">The company recorded $42 million in annual recurring revenue by Q1 2024, with projections to exceed $300 million by year-end.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:50:27.628Z","viewCount":3,"createdAt":"2026-05-30T13:50:27.628Z","updatedAt":"2026-05-30T13:50:27.628Z"},{"id":819,"slug":"goodtime","name":"GoodTime","website":"https://goodtime.io","hqLocation":"Location undisclosed","foundedYear":null,"category":["enterprise-agents"],"description":"<cite index=\"32-1,32-2\">GoodTime is designed to streamline the entire interview process; it uses AI to match candidates with the best interviewers, dynamically find optimal time slots, and balance the workload across the hiring team to prevent burnout.</cite> <cite index=\"33-1\">GoodTime's AI selects the right interviewers, resolves conflicts automatically, and adapts instantly when plans change.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"<cite index=\"32-11\">In recent benchmarks, MokaHR reduced time-to-hire by up to 63% with automated workflows, while delivering 3× faster candidate screening at 87% accuracy versus manual reviews.</cite> <cite index=\"40-22,40-23,40-25\">For complex, multi-interviewer panels and load balancing, GoodTime is a top choice; for 24/7 conversational scheduling and high-volume hiring, consider Paradox (Olivia) or Harver (Mya); and as an all-around solution unifying ATS, AI scheduling, and analytics, MokaHR is the best pick for enterprises.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:08:19.534Z","viewCount":3,"createdAt":"2026-05-30T14:08:19.534Z","updatedAt":"2026-05-30T14:08:19.534Z"},{"id":816,"slug":"fourkites","name":"FourKites","website":"https://www.fourkites.com","hqLocation":"Chicago, Illinois, USA","foundedYear":2014,"category":["data-analytics","enterprise-agents"],"description":"AI and machine learning platform for real-time supply chain visibility, predictive ETAs, and dynamic route optimization. Provides end-to-end logistics tracking and visibility across supply networks.","fundingTotal":"$200M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"400+ estimated","status":"active","tier":"master-list","whoIsBehind":"Founded by supply chain technology entrepreneurs","pricingTier":"enterprise","notes":"Raised $200M+ in growth funding. Named top AI supply chain startup by multiple industry analysts for real-time visibility and predictive logistics. Serves major 3PLs and shipper enterprises globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:15.985Z","viewCount":4,"createdAt":"2026-05-30T14:07:15.985Z","updatedAt":"2026-05-30T14:07:15.985Z"},{"id":825,"slug":"zama","name":"Zama","website":"https://www.zama.ai","hqLocation":"Paris, France","foundedYear":2021,"category":["ai-infrastructure","data-analytics"],"description":"Homomorphic encryption company enabling computation on encrypted data. Zama's technology allows AI/ML models to operate on sensitive data without decryption, critical for AI security in regulated industries.","fundingTotal":"$130M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders not fully disclosed","pricingTier":"enterprise","notes":"Raised $57M in June 2025 after $73M Series A in March 2024. Provides production-ready fully homomorphic encryption for secure AI computation per SoftwareStrategies.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:12.980Z","viewCount":4,"createdAt":"2026-05-30T14:09:12.980Z","updatedAt":"2026-05-30T14:09:12.980Z"},{"id":832,"slug":"halcyon","name":"Halcyon","website":"https://halcyonenergy.com","hqLocation":"USA","foundedYear":null,"category":["ai-infrastructure","enterprise-agents"],"description":"<cite index=\"4-11,4-12\">Halcyon has created large language models that ingest regulatory filings from agencies like the Federal Energy Regulatory Commission and Department of Energy to make them searchable and structured, saving energy developers time and expanding access to data on battery incentives, grid constraints, and transmission plans</cite>.","fundingTotal":"$10.8M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sam Steyer (Head of Data Science)","pricingTier":"enterprise","notes":"<cite index=\"4-13,4-14\">Halcyon uses LLMs to automate energy regulatory analysis, enabling energy companies to process large PDFs and find critical data at scale far more efficiently than traditional methods</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:44.881Z","viewCount":4,"createdAt":"2026-05-30T14:09:44.881Z","updatedAt":"2026-05-30T14:09:44.881Z"},{"id":833,"slug":"sylvera","name":"Sylvera","website":"https://www.sylvera.com","hqLocation":"London, UK","foundedYear":2021,"category":["data-analytics","enterprise-agents"],"description":"<cite index=\"11-5,11-6\">Sylvera is a London-based climate software startup that applies machine learning and geospatial data analytics to assess carbon projects that capture, remove or avoid emissions</cite>. <cite index=\"11-4\">Sylvera raised $57 million in a July Series B led by Balderton Capital</cite>.","fundingTotal":"$57M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"<cite index=\"30-12,30-13,30-15\">Sylvera has developed an AI-driven 'Quality Score' for offsets that evaluates permanence, leakage, additionality, and co-benefits, and is actively involved in global standards discussions to build trust in offsets</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:44.969Z","viewCount":4,"createdAt":"2026-05-30T14:09:44.969Z","updatedAt":"2026-05-30T14:09:44.969Z"},{"id":836,"slug":"sett","name":"Sett","website":"https://sett.ai","hqLocation":"Israel","foundedYear":2023,"category":["marketing","sales-crm"],"description":"AI agent platform for automated game marketing and player acquisition. Generates data-driven playable and video ads at scale and manages full user acquisition workflows for mobile and console games.","fundingTotal":"$30M+","latestValuation":null,"revenueArr":"~$10-50M run-rate (reported tens of millions ARR)","profitabilityStatus":null,"headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Amit Carmi (CEO), Yoni Blumenfeld (CTO), both Unit 8200 alumni","pricingTier":"enterprise","notes":"Series B ($30M) closed March 2026. Customers include Zynga, Playtika, Papaya Games. Addresses $XX billion annual UA spend for gaming studios with agentic automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:10:08.242Z","viewCount":3,"createdAt":"2026-05-30T14:10:08.242Z","updatedAt":"2026-05-30T14:10:08.242Z"},{"id":828,"slug":"noma-security","name":"Noma Security","website":"https://www.nomasecurity.com","hqLocation":"New York, United States","foundedYear":2022,"category":["ai-infrastructure","enterprise-agents"],"description":"AI agent security platform hardening AI systems against prompt injection, model poisoning, and agentic attacks. Noma secures non-deterministic AI decision-making as enterprises scale autonomous agents.","fundingTotal":"$132M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders not yet publicly disclosed","pricingTier":"enterprise","notes":"Closed $100M Series B in 2025. Rapid-growth startup (Series B maturity) addressing emerging threat of compromised AI agents. Featured in SoftwareStrategies top 10.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:13.254Z","viewCount":4,"createdAt":"2026-05-30T14:09:13.254Z","updatedAt":"2026-05-30T14:09:13.254Z"},{"id":831,"slug":"kraken-technologies","name":"Kraken Technologies","website":"https://krakentech.co.uk","hqLocation":"London, UK","foundedYear":2015,"category":["energy-grid","data-analytics"],"description":"<cite index=\"4-3,4-4,4-5\">Kraken Technologies' AI-powered operating system serves over 70 million customer accounts across 40 utilities worldwide, connecting more than 500,000 consumer devices and controlling over five gigawatts of flexible energy supply</cite>. <cite index=\"4-5\">The platform offset 14 million tons of CO₂ in 2024 alone</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Devrim Celal (Chief Marketing and Flexibility Officer)","pricingTier":"enterprise","notes":"<cite index=\"4-6\">Kraken's success hinges on finding efficiencies in renewable energy demand through AI-powered operating systems</cite>. The company operates at massive scale managing grid flexibility across Europe and North America.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:44.793Z","viewCount":4,"createdAt":"2026-05-30T14:09:44.793Z","updatedAt":"2026-05-30T14:09:44.793Z"},{"id":835,"slug":"artificial-agency","name":"Artificial Agency","website":"https://artificial-agency.com","hqLocation":"Edmonton, Canada","foundedYear":2023,"category":["ai-infrastructure","design-creative"],"description":"An AI behavior engine for NPCs that combines deep reinforcement learning with goal-based decision-making, staffed by former Google DeepMind researchers. Enables dynamic NPC interactions that adapt to player behavior and generate contextual dialogue without scripting.","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brian Tanner (CEO), Alex Kearney, team from Google DeepMind","pricingTier":"api","notes":"Raised $16M (seed + pre-seed) via Radical Ventures and Toyota Ventures. Shipping behavior engine for game NPCs with Minecraft demo. Solving NPC consistency problem that plagues competitors like Latitude.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:10:07.982Z","viewCount":4,"createdAt":"2026-05-30T14:10:07.982Z","updatedAt":"2026-05-30T14:10:07.982Z"},{"id":834,"slug":"climateai","name":"ClimateAi","website":"https://www.climate.ai","hqLocation":"USA","foundedYear":2020,"category":["data-analytics","enterprise-agents"],"description":"<cite index=\"15-2\">ClimateAi's mission is climate-proofing the world's economy while improving lives and livelihoods</cite>. <cite index=\"15-3\">The company has grown 5x in ARR and 4x in customer count in 18 months following its Series A</cite>.","fundingTotal":"$38M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"<cite index=\"15-16\">ClimateAi has deployed its technology across millions of acres, protecting livelihoods, saving emissions, and building critical climate resilience</cite>. <cite index=\"15-25\">The company has over 35 customers and continues to expand its team</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:45.060Z","viewCount":4,"createdAt":"2026-05-30T14:09:45.060Z","updatedAt":"2026-05-30T14:09:45.060Z"},{"id":841,"slug":"visualfy","name":"Visualfy","website":"https://www.visualfy.com","hqLocation":"Benissanó, Valencia, Spain","foundedYear":2017,"category":["accessibility-assistive-ai","hardware-devices"],"description":"AI-based sound recognition platform converting environmental sounds into visual and vibration alerts for deaf and hard-of-hearing users. Visualfy Home detects doorbells, fire alarms, baby cries, and other critical sounds; Visualfy Places extends to public transportation and venues.","fundingTotal":"€3.25M (€1.75M equity + €1.5M grants)","latestValuation":"€8.4M","revenueArr":null,"profitabilityStatus":null,"headcount":"~10","status":"active","tier":"master-list","whoIsBehind":"Manel Alcaide (CEO), Angel Albiach (Co-founder)","pricingTier":"consumer | enterprise","notes":"October 2023 funding reported. Recently expanded B2B with partnership from Spanish state railway Renfe for public accessibility. Demonstrated at CES 2024 with new hardware/app models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:07.561Z","viewCount":3,"createdAt":"2026-05-30T14:11:07.561Z","updatedAt":"2026-05-30T14:11:07.561Z"},{"id":840,"slug":"signapse","name":"Signapse","website":"https://www.signapse.ai","hqLocation":"Guildford, United Kingdom","foundedYear":2022,"category":["accessibility-assistive-ai","voice-audio-music"],"description":"Generative AI sign language translation platform using photo-realistic avatars to translate video, web, and live content into British Sign Language (BSL) and American Sign Language (ASL). Deployed at major transport hubs including LNER train stations (UK) and Cincinnati/Northern Kentucky International Airport.","fundingTotal":"$2.4M (£2M seed + £500k Innovate UK grant)","latestValuation":"$6.6M","revenueArr":null,"profitabilityStatus":null,"headcount":"~15","status":"active","tier":"master-list","whoIsBehind":"Sally Chalk (CEO), Ben Saunders (CTO), Richard Bowden (CRO)","pricingTier":"enterprise","notes":"May 2024 seed round led by Soulmates Ventures and Deeptech Seed Fund. Google.org awarded $1.5M grant for research with University of Surrey. Already generating 5,000+ BSL train announcements daily in production.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:07.302Z","viewCount":4,"createdAt":"2026-05-30T14:11:07.302Z","updatedAt":"2026-05-30T14:11:07.302Z"},{"id":843,"slug":"ava","name":"Ava","website":"https://www.ava.me","hqLocation":"San Francisco, USA","foundedYear":2016,"category":["accessibility-assistive-ai","voice-audio-music"],"description":"AI-powered live transcription and captioning app for deaf and hard-of-hearing users, converting speech to text in real-time across calls, meetings, and events. Supports speaker identification, multiple languages, and integrates with Zoom and Google Meet.","fundingTotal":"$3M+ (Khosla Ventures seed + prior)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~25","status":"active","tier":"master-list","whoIsBehind":"Thibault Duchemin (Founder/CEO)","pricingTier":"freemium | consumer","notes":"2024 seed investment from Khosla Ventures. ADA-compliant live captioning with advanced features like speaker color-coding. Expanding into enterprise customer service applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:07.741Z","viewCount":4,"createdAt":"2026-05-30T14:11:07.741Z","updatedAt":"2026-05-30T14:11:07.741Z"},{"id":844,"slug":"xrai-glass","name":"XRAI Glass","website":"https://xrai.glass","hqLocation":"London, United Kingdom","foundedYear":2022,"category":["accessibility-assistive-ai","hardware-devices"],"description":"AR smart glasses providing real-time AI-generated captions and translations for deaf and hard-of-hearing users in conversations, presentations, and events. Transforms audio into visual subtitles on eyewear.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~6","status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Founded 2022. Early-stage, positioned in sports, theater, and events sectors. Cited as competitor to Be My Eyes in accessibility AR space. Limited public funding data.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:11:07.830Z","viewCount":3,"createdAt":"2026-05-30T14:11:07.830Z","updatedAt":"2026-05-30T14:11:07.830Z"},{"id":839,"slug":"soundful","name":"Soundful","website":"https://soundful.com","hqLocation":"Los Angeles, California, United States","foundedYear":2021,"category":["voice-audio-music"],"description":"AI music generation platform enabling creators to produce royalty-free background music across genres like EDM, hip-hop, and pop. Uses ethically trained AI on licensed/produced-in-house sounds with exclusive licensing options.","fundingTotal":"$3.8M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Diaa El All (Founder & CEO); investors include Universal Music Group, Beatport, Disney, Microsoft executives","pricingTier":"freemium | consumer","notes":"Seed round $3.8M in 2022 backed by major music industry executives. Emphasizes copyright-safe training data and commercial licensing; no major 2024+ funding round identified.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:10:32.165Z","viewCount":3,"createdAt":"2026-05-30T14:10:32.165Z","updatedAt":"2026-05-30T14:10:32.165Z"},{"id":845,"slug":"parrots-inc-polly","name":"Parrots Inc. (Polly)","website":"https://www.mypolly.ai","hqLocation":"USA","foundedYear":2022,"category":["accessibility-assistive-ai","hardware-devices"],"description":"Wheelchair-mounted AI voice assistant and cognitive support system offering real-time visual assistance, telecare, and predictive support for users with severe motor impairments and neurological conditions (ALS, cerebral palsy). Integrates with Alexa, joysticks, eye-tracking.","fundingTotal":"$2M+ (Right Side Ventures pre-seed/seed)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~8","status":"active","tier":"master-list","whoIsBehind":"David Hojah (Founder, former NASA engineer)","pricingTier":"enterprise","notes":"Right Side Ventures pre-seed portfolio company. Targets neurological disorders, ALS, mobility impairments. Modular, hardware-agnostic design integrating existing assistive tech.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:07.915Z","viewCount":4,"createdAt":"2026-05-30T14:11:07.915Z","updatedAt":"2026-05-30T14:11:07.915Z"},{"id":837,"slug":"iconic","name":"Iconic","website":"https://iconic.dev","hqLocation":"London, UK","foundedYear":2023,"category":["design-creative","voice-audio-music"],"description":"Voice-first interactive entertainment platform powered by on-device AI. Converts natural voice input into immersive gameplay experiences without visual rendering, enabling audio-only or lightweight AI game worlds.","fundingTotal":"$13M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"15-25 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Andrew Bowell (CEO, ex-Unity Product Head), John Lusty, Junaid Hussain","pricingTier":"api","notes":"Seed round €11M ($13M) Dec 2025, led by Kindred & Northzone, backed by Google AI Futures Fund. Team includes talent from Unity, Meta, Sony, Microsoft. Solving narrative design at scale via voice-driven gameplay.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:10:08.327Z","viewCount":4,"createdAt":"2026-05-30T14:10:08.327Z","updatedAt":"2026-05-30T14:10:08.327Z"},{"id":838,"slug":"aiva-technologies","name":"Aiva Technologies","website":"https://www.aiva.ai","hqLocation":"Luxembourg, Luxembourg","foundedYear":2016,"category":["voice-audio-music"],"description":"AI music composition platform that generates emotive soundtracks for films, games, commercials, and TV. Trained on classical composers like Mozart and Beethoven, Aiva achieved SACEM composer status recognizing its AI-composed work as professionally viable music.","fundingTotal":"$2.48M","latestValuation":"$5M","revenueArr":null,"profitabilityStatus":null,"headcount":"~9 (as of 2021)","status":"active","tier":"master-list","whoIsBehind":"Pierre Barreau (Co-Founder & CEO)","pricingTier":"freemium | enterprise","notes":"Series A in July 2024 with new investor Kayacan Ventures. Achieved SACEM music society composer status in 2024, establishing legal precedent for AI composer recognition.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:10:31.895Z","viewCount":4,"createdAt":"2026-05-30T14:10:31.895Z","updatedAt":"2026-05-30T14:10:31.895Z"},{"id":846,"slug":"uplift","name":"UPLIFT","website":"https://uplift.ai","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["video-generation","data-analytics","robotics-physical"],"description":"AI 3D motion capture platform for sports performance using smartphone cameras to conduct biomechanical assessments. Identifies injury risk patterns and provides real-time movement analytics for professional teams across MLB, NBA, NCAA.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20-50 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders not publicly disclosed; serving MLB, NBA, NCAA, 50+ youth organizations","pricingTier":"enterprise","notes":"Scaled from 12,000 to nearly 20,000 athletes tested in 2025. Featured prominently in NBA's new biomechanics initiative (Nov 2025). Uses AI Coach to translate biomechanical data into actionable insights. Democratizing expensive lab-based movement analysis via mobile.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:39.786Z","viewCount":4,"createdAt":"2026-05-30T14:11:39.786Z","updatedAt":"2026-05-30T14:11:39.786Z"},{"id":851,"slug":"mews","name":"Mews","website":"https://www.mewshotels.com","hqLocation":"Amsterdam, Netherlands","foundedYear":2012,"category":["enterprise-agents","productivity-workflow"],"description":"Cloud-native property management system and operating system for hospitality that unifies reservations, payments, housekeeping, POS, and guest journey management. Building agentic AI to autonomously manage hotel operations including pricing, staffing, and guest services. Supports 15,000+ properties across 85 countries with 42.3M check-ins in 2025.","fundingTotal":"$475M","latestValuation":"$2.5B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Richard Valtr (Founder), Matt Welle (CEO)","pricingTier":"enterprise","notes":"Raised record-breaking $300M Series D (Jan 2026) led by EQT Ventures; $75M Series C (2025) from Tiger Global/Goldman Sachs. Largest hotel software funding round ever. Acquiring strategic AI/analytics companies (Flexkeeping, DataChat, Atomize) to build AI-first platform. Generated €457M ($537M) additional revenue for hoteliers in 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:14.895Z","viewCount":3,"createdAt":"2026-05-30T14:12:14.895Z","updatedAt":"2026-05-30T14:12:14.895Z"},{"id":855,"slug":"q-concierge","name":"Q Concierge","website":"https://qconcierge.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["chatbots-assistants","voice-audio-music"],"description":"Voice AI digital concierge system for hotels that acts as a 24/7 hotel front desk handling guest calls and inquiries. Uses natural language understanding to handle booking inquiries, answer complex questions, and process reservations with human-like voice interaction. Captures revenue from missed calls and improves guest response times.","fundingTotal":"$10M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2024","pricingTier":"enterprise","notes":"Recently founded (2024) but live with major hotel chains (RIU Hotels, Olive Hotels, El Conquistador). Captured $1.2M in annualized booking revenue from missed calls at single property. Backed by Orrick, The House Fund, Recursive Ventures. Addresses critical hotel labor shortage by automating front-desk voice interactions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:15.244Z","viewCount":4,"createdAt":"2026-05-30T14:12:15.244Z","updatedAt":"2026-05-30T14:12:15.244Z"},{"id":850,"slug":"roam-around","name":"Roam Around","website":"https://roamaround.app","hqLocation":"Unknown","foundedYear":2022,"category":["chatbots-assistants","productivity-workflow"],"description":"AI travel itinerary planner that generates customized day-by-day itineraries in minutes using natural language processing. Asks users destination, duration, and preferences to create detailed plans with attractions, dining, and pacing optimizations. Created over 10 million itineraries before being acquired by Layla in early 2024, now integrated into Layla's platform.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Acquisition by Layla (Feb 2024)","pricingTier":"freemium","notes":"Originally founded as Where To, rebranded as Roam Around. Acquired by Layla in early 2024 to enhance Layla's detailed itinerary generation capabilities. While not independently funded at scale, significant product traction (10M+ itineraries) and clean acquisition by growing competitor makes it noteworthy for travel AI landscape.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:14.640Z","viewCount":5,"createdAt":"2026-05-30T14:12:14.640Z","updatedAt":"2026-05-30T14:12:14.640Z"},{"id":848,"slug":"kitman-labs","name":"Kitman Labs","website":"https://kitman.com","hqLocation":"Dublin, Ireland","foundedYear":2012,"category":["data-analytics","enterprise-agents"],"description":"Performance analytics and management platform for professional athletes and teams. Consolidates wearables, trackers, and video data into centralized AI-powered platform for real-time performance insights and injury prevention.","fundingTotal":"$82M","latestValuation":null,"revenueArr":"~$15-20M estimated","profitabilityStatus":"Growth-focused","headcount":"180","status":"active","tier":"master-list","whoIsBehind":"Stephen Smith (CEO/Founder), Iarfhlaith Kelly; Series C led by Guggenheim Investments (Nov 2021, $52M)","pricingTier":"enterprise","notes":"Last disclosed funding: Nov 2021, $52M Series C. Recently acquired Presagia Sports (110+ NCAA clients) and The Sports Office. Serves Premier League, leading college programs, and professional sports globally. 2.5M+ data points per athlete annually.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:40.130Z","viewCount":5,"createdAt":"2026-05-30T14:11:40.130Z","updatedAt":"2026-05-30T14:11:40.130Z"},{"id":849,"slug":"vuemotion","name":"VueMotion","website":"https://www.vuemotion.com","hqLocation":"Australia","foundedYear":2019,"category":["video-generation","data-analytics"],"description":"AI-powered movement analysis platform using advanced computer vision to track kinetic and kinematic data for athletes. Provides biomechanical analysis, gait analysis, and injury risk assessment accessible via smartphone.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"10-20 estimated","status":"active","tier":"master-list","whoIsBehind":"Australian startup; partners with Speedworks and ALTIS for coach education","pricingTier":"enterprise","notes":"Tested over 80,000 athletes through platform (H2 2025). Building normative data comparison across major sports. Uses patent-pending computer vision algorithms for joint angle tracking, gait analysis, impact force analysis. Eliminates need for expensive lab equipment.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:40.213Z","viewCount":4,"createdAt":"2026-05-30T14:11:40.213Z","updatedAt":"2026-05-30T14:11:40.213Z"},{"id":847,"slug":"sparta-science","name":"Sparta Science","website":"https://www.spartascience.com","hqLocation":"San Francisco, USA","foundedYear":2009,"category":["data-analytics","robotics-physical"],"description":"AI-powered force plate system and movement assessment platform that uses machine learning to predict injury risk and optimize training. Used by hundreds of professional teams, colleges, military, and healthcare systems.","fundingTotal":"$26M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50 estimated","status":"active","tier":"master-list","whoIsBehind":"Dr. Phil Wagner (CEO/Founder); Series B led by GSR Ventures U.S. (March 2020, $16M)","pricingTier":"enterprise","notes":"Raised $26M total as of March 2020. Proprietary force plate system (Sparta Scan) processes 3,000 data points per second. Dataset of 900,000+ athletes enables injury prediction. Used by NFL, NBA, MLB, MLS teams and collegiate programs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:40.041Z","viewCount":5,"createdAt":"2026-05-30T14:11:40.041Z","updatedAt":"2026-05-30T14:11:40.041Z"},{"id":852,"slug":"duve","name":"Duve","website":"https://www.duve.com","hqLocation":"Israel","foundedYear":2021,"category":["chatbots-assistants","enterprise-agents"],"description":"AI-powered guest experience platform for hospitality that delivers personalized guest communication and interactions at scale. Addresses hotel industry labor shortages by automating guest messaging, inquiries, and service requests through AI agents. Part of standout AI-led guest experience investment category.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised significant capital as part of Duve, Chatlyn, Conduit and Canary Technologies' combined $152.6M investment (Apr 2025-Mar 2026). Part of standout category targeting 'personalized, responsive service' delivery as hotels face labor shortages. Referenced as key player in AI-driven hospitality.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:12:14.979Z","viewCount":4,"createdAt":"2026-05-30T14:12:14.979Z","updatedAt":"2026-05-30T14:12:14.979Z"},{"id":854,"slug":"cloudbeds-revenue-intelligence","name":"Cloudbeds Revenue Intelligence","website":"https://www.cloudbeds.com/revenue-intelligence","hqLocation":"Denver, USA","foundedYear":2012,"category":["data-analytics","enterprise-agents"],"description":"AI-powered revenue management system for hotels powered by proprietary Causal AI engine. Forecasts demand 90 days out with up to 95% accuracy and automates dynamic pricing decisions using real-time demand, market trends, and competitor rates. Reduces manual pricing work by 15+ hours per week.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Deployed as core hospitality offering from Cloudbeds (major PMS provider). Delivers 18% revenue lift on average. Positioned as 'hospitality's first foundation AI model.' Represents shift toward embedded AI in core PMS platforms rather than standalone tools.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:15.155Z","viewCount":4,"createdAt":"2026-05-30T14:12:15.155Z","updatedAt":"2026-05-30T14:12:15.155Z"},{"id":861,"slug":"lumari","name":"Lumari","website":"https://lumari.io","hqLocation":"Unknown","foundedYear":2023,"category":["enterprise-agents"],"description":"AI-powered procurement automation platform deploying 100s of always-on AI agents for direct materials supply chain execution. Automates RFQ management, PO expediting, supplier communication, and delivery tracking without system rip-and-replace.","fundingTotal":"$15M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by engineers from Google, Tesla, Amazon, Stripe","pricingTier":"enterprise","notes":"Y Combinator-backed startup with significant venture funding. Addresses $70% of procurement teams' time spent in manual supplier email/spreadsheet management.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:23.848Z","viewCount":3,"createdAt":"2026-05-30T14:13:23.848Z","updatedAt":"2026-05-30T14:13:23.848Z"},{"id":864,"slug":"lancedb","name":"LanceDB","website":"https://lancedb.com","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["ai-infrastructure"],"description":"Open-source, serverless vector database built on the Lance columnar format, designed for multimodal AI workloads. LanceDB enables low-latency billion-scale vector search with integrated storage for vectors, metadata, and raw data (text, images, video).","fundingTotal":"$38.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~30-40","status":"active","tier":"master-list","whoIsBehind":"Chang She (CEO, ex-Tubi VP Eng, pandas co-author), Lei Wang (ex-Cruise ML infrastructure)","pricingTier":"freemium","notes":"<cite index=\"49-2\">LanceDB's latest funding round was a Series A for $30M on June 24, 2025</cite>. <cite index=\"45-16\">Customer list includes Midjourney, Character.ai, WeRide and Airtable</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:52.178Z","viewCount":3,"createdAt":"2026-05-30T14:13:52.178Z","updatedAt":"2026-05-30T14:13:52.178Z"},{"id":860,"slug":"mytra-robotics","name":"Mytra Robotics","website":"https://www.mytra.io","hqLocation":"Unknown","foundedYear":2020,"category":["robotics-physical","data-analytics"],"description":"AI-powered 3D robotics platform for automated storage and retrieval (AS/RS) in warehouses. Software-defined approach emphasizing modular systems that handle pallets up to 1,360kg with centralized AI control rather than rigid infrastructure.","fundingTotal":"$120M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50+","status":"active","tier":"master-list","whoIsBehind":"Team with 50+ members from Tesla, Rivian, Google","pricingTier":"enterprise","notes":"Announced $120M Series C in January 2026. Represents next-gen warehouse robotics with software-first architecture addressing labor shortage in logistics.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:23.761Z","viewCount":5,"createdAt":"2026-05-30T14:13:23.761Z","updatedAt":"2026-05-30T14:13:23.761Z"},{"id":667,"slug":"pasqal","name":"Pasqal","website":"https://www.pasqal.com","hqLocation":"Palaiseau (Paris), France","foundedYear":2019,"category":["ai-infrastructure","hardware-devices"],"description":"<cite index=\"31-4\">Built on Nobel Prize-winning research, Pasqal has been designing and building high-performance hardware and cloud-ready software since 2019 to address complex challenges in optimization, simulation, and artificial intelligence.</cite> <cite index=\"31-3\">Pasqal is a global leading quantum technology company pioneering the development of neutral-atom quantum computers for industry, science, and governments worldwide.</cite> <cite index=\"31-5\">Headquartered in France, Pasqal employs over 275 people including 70 phDs and serves over 25 clients and partners.</cite>","fundingTotal":"$300M+","latestValuation":"$2B","revenueArr":null,"profitabilityStatus":null,"headcount":"275+","status":"active","tier":"master-list","whoIsBehind":"Co-founded by Nobel Prize winner Alain Aspect; current CEO Wasiq Bokhari. Backed by EIC, Temasek, Bpifrance, French Ministry of Defence","pricingTier":"enterprise","notes":"<cite index=\"34-3,34-5\">The transaction positions Pasqal to accelerate its technology and product roadmap, accelerate achievement of quantum advantage and fault tolerant quantum computing and continue executing on its international growth strategies. As a global leader in neutral atom quantum computing, the deal values Pasqal at $2.0 billion pre-money, and contains $200 million in committed capital via convertible financing.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:49:49.494Z","viewCount":5,"createdAt":"2026-05-30T13:49:49.494Z","updatedAt":"2026-05-30T13:49:49.494Z"},{"id":862,"slug":"humble-freight","name":"Humble Freight","website":"https://www.humble.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["robotics-physical"],"description":"Autonomous electric freight vehicle company launching fully electric, cabless autonomous trucks (Humble Hauler) designed for dock-to-dock delivery. Hardware and software platform built from ground up for autonomous operation with containers up to 53 feet.","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Eyal Cohen (CEO, former Otto, SparkAI, Waabi); team from Tesla, Waymo, Cruise, Apple, Uber","pricingTier":"enterprise","notes":"Emerged from stealth April 2026 with $24M seed round led by Eclipse. Represents next-gen AV trucking focused on electrification and dock-to-dock rather than hub-to-hub models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:23.936Z","viewCount":3,"createdAt":"2026-05-30T14:13:23.936Z","updatedAt":"2026-05-30T14:13:23.936Z"},{"id":859,"slug":"outrider","name":"Outrider","website":"https://www.outrider.ai","hqLocation":"Denver, USA","foundedYear":2018,"category":["robotics-physical"],"description":"Autonomous yard tractor and trailer coupling/uncoupling system for logistics hubs and distribution centers. Deploys self-driving electric vehicles equipped with robotic arms to automate yard operations between dock doors and parking spaces.","fundingTotal":"$62M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $62M Series D in 2024 to scale distribution yard automation. Planned commercial launch Q4 2024 with focus on yard-level autonomy rather than long-haul.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:23.504Z","viewCount":3,"createdAt":"2026-05-30T14:13:23.504Z","updatedAt":"2026-05-30T14:13:23.504Z"},{"id":870,"slug":"vast-ai","name":"Vast.ai","website":"https://vast.ai","hqLocation":"Remote, USA","foundedYear":2017,"category":["ai-infrastructure"],"description":"GPU cloud marketplace and distributed compute platform offering on-demand instances across 40+ data centers and 20,000+ GPUs. Supports CLI, SDK, and API provisioning with serverless inference and multi-node GPU clusters for training. Emphasizes agent-native infrastructure.","fundingTotal":"Unknown (private)","latestValuation":"Unknown","revenueArr":"Unknown","profitabilityStatus":"Unknown","headcount":"Unknown","status":"active","tier":"master-list","whoIsBehind":"Unknown founders; appears independently backed","pricingTier":"api","notes":"Shipped agent-native provisioning & multi-cloud orchestration enabling autonomous GPU procurement. Coverage in major trade press (TechCrunch, VentureBeat) for scale and API-first design. Customer testimonial: '60% cost reduction while scaling to 200K daily users.'","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:14:49.662Z","viewCount":3,"createdAt":"2026-05-30T14:14:49.662Z","updatedAt":"2026-05-30T14:14:49.662Z"},{"id":873,"slug":"rockfish-data","name":"Rockfish Data","website":"https://rockfish.ai","hqLocation":"San Ramon, USA","foundedYear":2022,"category":["synthetic-data"],"description":"Outcome-centric synthetic data generation platform for operational workflows. Uses deep generative AI to address enterprise data silos in financial, cybersecurity, and supply chain operations. Built on foundational research from Carnegie Mellon University.","fundingTotal":"$6M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Dr. Muckai Girish (CEO), Dr. Vyas Sekar, Dr. Giulia Fanti, Nathan Haugo (Co-founders)","pricingTier":"enterprise","notes":"$4M seed in Jan 2025 led by Emergent Ventures. DHS contract award (Oct 2024). Customers include Conviva, US Army, Department of Homeland Security.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:18.067Z","viewCount":0,"createdAt":"2026-05-30T14:15:18.067Z","updatedAt":"2026-05-30T14:15:18.067Z"},{"id":874,"slug":"betterdata","name":"Betterdata","website":"https://betterdata.ai","hqLocation":"Singapore","foundedYear":2021,"category":["synthetic-data"],"description":"Synthetic data generation platform using Large Synthetic Models (LSM) with blockchain-secured data handling. Generates statistically accurate synthetic data while maintaining privacy through differential privacy and blockchain tokenization.","fundingTotal":"$0.77M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Uzair Javaid (CEO), Kevin Yee (CTO)","pricingTier":"enterprise","notes":"DHS contract award (Oct 2024) for privacy-enhancing synthetic data. Supports tabular, sequential, relational, and text data modalities. Closed seed funding in 2022.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:18.156Z","viewCount":0,"createdAt":"2026-05-30T14:15:18.156Z","updatedAt":"2026-05-30T14:15:18.156Z"},{"id":865,"slug":"vespa-ai","name":"Vespa.ai","website":"https://vespa.ai","hqLocation":"Trondheim, Norway","foundedYear":2017,"category":["ai-infrastructure"],"description":"AI Search Platform combining vector search, full-text search, machine-learned ranking, and real-time inference. Enables RAG, recommendation systems, and intelligent search at enterprise scale with support for hybrid queries across vectors, tensors, and structured data.","fundingTotal":"$31M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"60","status":"active","tier":"master-list","whoIsBehind":"Jon Bratseth (CTO, Yahoo alum)","pricingTier":"freemium","notes":"<cite index=\"54-2\">Raised a total funding of $31M over 1 round</cite>. <cite index=\"51-1\">Included in GigaOm's 17 vector database suppliers and positioned as a Leader by GigaOm Radar for Vector Databases v3</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:52.436Z","viewCount":3,"createdAt":"2026-05-30T14:13:52.436Z","updatedAt":"2026-05-30T14:13:52.436Z"},{"id":869,"slug":"northflank","name":"Northflank","website":"https://northflank.com","hqLocation":"London, UK","foundedYear":2019,"category":["ai-infrastructure"],"description":"Kubernetes-native deployment platform for AI/ML workloads with native GPU support. Announced $22.3M funding (Series A $16M + Seed $6.3M) in Dec 2025. Supports multi-cloud GPU provisioning (AWS, GCP, Azure, Oracle, CoreWeave) with per-second billing and zero-waitlist access.","fundingTotal":"$25M+","latestValuation":"Not disclosed","revenueArr":"Not disclosed","profitabilityStatus":"Private, not disclosed","headcount":"30-50","status":"active","tier":"master-list","whoIsBehind":"Will Stewart & Frederik Brix (co-founders); investors: Bain Capital Ventures, Vertex Ventures US, Kindred Ventures, Tapestry VC","pricingTier":"enterprise","notes":"Series A $16M led by Bain Capital (Dec 2025) signals institutional confidence in production AI deployment infrastructure. GPU support added mid-2024; 2,000+ product enhancements shipped in 2024. Handles 10B+ monthly egress requests, 1.3M+ container deployments/month.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:14:49.394Z","viewCount":3,"createdAt":"2026-05-30T14:14:49.394Z","updatedAt":"2026-05-30T14:14:49.394Z"},{"id":867,"slug":"kore-ai-artemis","name":"Kore.ai Artemis","website":"https://www.kore.ai","hqLocation":"Bangalore, India","foundedYear":2013,"category":["enterprise-agents","ai-infrastructure"],"description":"Enterprise AI agent platform with ABL (Agent Behavior Language), a purpose-built typed DSL for defining agent behavior, orchestration, and governance at scale. Supports multi-agent orchestration with built-in compliance and observability for regulated industries.","fundingTotal":"$30M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"100–200","status":"active","tier":"master-list","whoIsBehind":"Founded by Pradeep Iyer","pricingTier":"enterprise","notes":"Kore.ai released its Artemis platform in 2025 with ABL (Agent Behavior Language) and Arch (AI architect), positioning as the enterprise-grade Kubernetes alternative for multi-agent systems. Cited in 2025–2026 enterprise orchestration reviews.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:14:12.812Z","viewCount":4,"createdAt":"2026-05-30T14:14:12.812Z","updatedAt":"2026-05-30T14:14:12.812Z"},{"id":872,"slug":"datacebo","name":"DataCebo","website":"https://datacebo.com","hqLocation":"Boston, USA","foundedYear":2020,"category":["synthetic-data"],"description":"Synthetic data generation platform for tabular and relational databases using generative AI. Commercialized the popular open-source Synthetic Data Vault (SDV) library with 1M+ downloads. Enables enterprises to generate privacy-compliant synthetic data for testing and ML training.","fundingTotal":"$12M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kalyan Veeramachaneni, Neha Patki (Co-founders, MIT Data to AI Lab alumni)","pricingTier":"enterprise","notes":"$8.5M seed round in Dec 2023 led by Link Ventures. Selected by DHS for synthetic data capabilities contract (Oct 2024). Growing 121.2% YoY per analyst reports.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:17.981Z","viewCount":1,"createdAt":"2026-05-30T14:15:17.981Z","updatedAt":"2026-05-30T14:15:17.981Z"},{"id":866,"slug":"activeloop-deep-lake","name":"Activeloop (Deep Lake)","website":"https://activeloop.ai","hqLocation":"Mountain View, USA","foundedYear":2018,"category":["ai-infrastructure"],"description":"AI-native database connecting unstructured data (audio, video, images, text, embeddings) to machine learning models. Provides advanced storage, retrieval, and multi-modal RAG for organizations in regulated sectors requiring enterprise-grade data governance.","fundingTotal":"$19.7M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"32","status":"active","tier":"master-list","whoIsBehind":"Davit Buniatyan (CEO)","pricingTier":"freemium","notes":"<cite index=\"59-4\">Activeloop has raised $11 million in Series A funding from Streamlined Ventures, Y Combinator, Samsung Next, Alumni Ventures, and Dispersion Capital</cite>. <cite index=\"59-7\">Enterprise-ready database is popular among Fortune 500s in regulated sectors like biopharma, MedTech, legal, and automotive</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:52.521Z","viewCount":3,"createdAt":"2026-05-30T14:13:52.521Z","updatedAt":"2026-05-30T14:13:52.521Z"},{"id":878,"slug":"relyance-ai","name":"Relyance AI","website":"https://www.relyance.ai","hqLocation":"San Francisco, USA","foundedYear":2020,"category":["ai-infrastructure"],"description":"AI-powered data governance platform providing real-time visibility into enterprise-wide data usage and compliance across GDPR, HIPAA, EU AI Act, and regulatory frameworks. Integrates privacy and security enforcement for responsible AI adoption.","fundingTotal":"$59M","latestValuation":null,"revenueArr":"Projected to double ARR in 2024 (estimated $5-8M based on growth trajectory)","profitabilityStatus":null,"headcount":"~90","status":"active","tier":"master-list","whoIsBehind":"Abhi Sharma (CEO, co-founder; ex-AppDynamics, co-founder FogHorn acquired by Johnson Controls), Leila Golchehreh (co-founder; attorney, ex-Workday senior counsel)","pricingTier":"enterprise","notes":"Series B of $32M in Oct 2024 led by Thomvest Ventures with M12 participation. 30% customer growth in H1 2024. Customers include Coinbase, Snowflake, Fivetran, Notion. Addresses urgent need for unified AI data governance across privacy and security teams.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:40.622Z","viewCount":3,"createdAt":"2026-05-30T14:15:40.622Z","updatedAt":"2026-05-30T14:15:40.622Z"},{"id":879,"slug":"craftstory","name":"CraftStory","website":"https://app.craftstory.com/model-2.0","hqLocation":"Unknown","foundedYear":2025,"category":["video-generation"],"description":"Founded by OpenCV creators. Addresses duration limitation in AI video generation with parallelized diffusion architecture enabling continuous videos up to 5 minutes. Launched Model 2.0 in December 2025 with $2M seed funding.","fundingTotal":"$2M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Victor Erukhimov (founder/CEO), OpenCV co-creators","pricingTier":"enterprise","notes":"Breakthrough in video length constraint: generates 5-minute coherent videos vs. 10-25 seconds for competitors. Unique technical position on scalable diffusion. Early access available.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:16:33.647Z","viewCount":2,"createdAt":"2026-05-30T14:16:33.647Z","updatedAt":"2026-05-30T14:16:33.647Z"},{"id":876,"slug":"micro1","name":"Micro1","website":"https://micro1.ai","hqLocation":"USA","foundedYear":2022,"category":["data-labeling"],"description":"AI-driven data labeling platform that combines recruiting and managed labeling services. Uses AI agents to rapidly vet and onboard expert annotators for high-quality data work. Focuses on domain expert labeling rather than crowdsourcing.","fundingTotal":"$41.6M","latestValuation":"$500M","revenueArr":"~$50M","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders unclear from sources; CEO mentioned","pricingTier":"enterprise","notes":"Series A valued at $500M. ARR grew from $7M early 2025 to $50M by late 2025. Works with Microsoft, Fortune 100 companies. Capitalized on Scale AI's partial acquisition by Meta.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:18.334Z","viewCount":3,"createdAt":"2026-05-30T14:15:18.334Z","updatedAt":"2026-05-30T14:15:18.334Z"},{"id":881,"slug":"nano-banana","name":"Nano Banana","website":"https://nanobanana.ai","hqLocation":"Unknown","foundedYear":2024,"category":["video-generation"],"description":"Lightweight AI video generation model competing with Sora 2 and other flagship models. Mentioned in trade press as rival viral video generator with strong adoption. Available on infrastructure platforms like Fal.ai.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Unknown","pricingTier":"api","notes":"Named in VentureBeat Dec 2025 and multiple media sources as competitive video model. Limited public information; primarily distributed via infrastructure partners.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:16:33.992Z","viewCount":3,"createdAt":"2026-05-30T14:16:33.992Z","updatedAt":"2026-05-30T14:16:33.992Z"},{"id":787,"slug":"signal-ai","name":"Signal AI","website":"https://www.signal-ai.com","hqLocation":"London, United Kingdom","foundedYear":2014,"category":["data-analytics","ai-search"],"description":"Applies AI to public information (media, data, intelligence) to identify risks and opportunities for enterprises. Decision augmentation platform providing real-time media monitoring and market intelligence for risk detection and opportunity discovery.","fundingTotal":"$200M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2014; leadership not specified in sources","pricingTier":"enterprise","notes":"Raised $165M in growth equity led by Battery Ventures (September 2025). ~40% of Fortune 500 use its decision augmentation solution. Used by major financial institutions and corporates for real-time risk/trends detection.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:22.126Z","viewCount":6,"createdAt":"2026-05-30T14:04:22.126Z","updatedAt":"2026-05-30T14:04:22.126Z"},{"id":883,"slug":"ami-labs-advanced-machine-intelligence","name":"AMI Labs (Advanced Machine Intelligence)","website":"https://www.ami-labs.ai","hqLocation":"Paris, France","foundedYear":2025,"category":["foundation-models","ai-infrastructure"],"description":"AMI Labs, founded by Turing Award winner Yann LeCun, focuses on building AI systems that understand the physical world through world models. The company emphasizes 3D understanding and reasoning capabilities beyond token prediction, enabling robots and physical AI systems to comprehend causality, physics, and spatial relationships.","fundingTotal":"$1B+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Yann LeCun (Co-Founder), Alexandre LeBrun (CEO)","pricingTier":null,"notes":"Raised Europe's largest seed round ($1B+) in March 2026. Represents LeCun's departure from Meta to build world models based on 2022 position paper arguing persistent memory and 3D understanding are essential for true AI intelligence.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:17:02.859Z","viewCount":4,"createdAt":"2026-05-30T14:17:02.859Z","updatedAt":"2026-05-30T14:17:02.859Z"},{"id":877,"slug":"datagen","name":"Datagen","website":"https://datagen.tech","hqLocation":"Tel Aviv, Israel","foundedYear":null,"category":["synthetic-data"],"description":"Synthetic data platform for visual AI applications using generative models. Generates photorealistic synthetic images and labeled datasets for computer vision training. Focuses on autonomous vehicles, robotics, and industrial inspection.","fundingTotal":"$72M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $72M Series B led by Scale Venture Partners (largest funding round in synthetic data space as of 2024). Specializes in visual data generation with GAN technology.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:15:18.422Z","viewCount":1,"createdAt":"2026-05-30T14:15:18.422Z","updatedAt":"2026-05-30T14:15:18.422Z"},{"id":885,"slug":"flitto","name":"Flitto","website":"https://flitto.com","hqLocation":"Seoul, South Korea","foundedYear":2014,"category":["data-labeling"],"description":"Crowdsourcing translation and data labeling platform leveraging AI for multilingual content processing. Provides human-in-the-loop AI data annotation services across 100+ languages for training and fine-tuning large language models.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Korean entrepreneurs; selected for South Korea Ministry of Science and ICT global expansion program (2025)","pricingTier":"enterprise","notes":"Selected by South Korean Ministry of Science and ICT in May 2025 'AI and Digital Business Partnership Program' for global expansion. Core data preprocessing partner in Upstage's sovereign AI foundation model consortium (Phase 1 selected January 2026).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:17:34.820Z","viewCount":3,"createdAt":"2026-05-30T14:17:34.820Z","updatedAt":"2026-05-30T14:17:34.820Z"},{"id":884,"slug":"wiz-ai","name":"WIZ.AI","website":"https://www.wiz.ai","hqLocation":"Singapore, Singapore","foundedYear":2019,"category":["chatbots-assistants","voice-audio-music"],"description":"Enterprise GenAI platform specializing in multilingual voice agents and conversational AI for Southeast Asia. Develops localized LLMs for Bahasa Indonesian and regional languages, enabling Southeast Asian businesses to deploy culturally-tuned AI customer engagement solutions.","fundingTotal":"$56M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~109","status":"active","tier":"master-list","whoIsBehind":"Founded by Jianfeng Lu (CEO); led by Jennifer Zhang as current CEO","pricingTier":"enterprise","notes":"Raised Series B (tens of millions undisclosed) in November 2025 led by SMBC Asia Rising Fund. Revenue surged 100%+ in 2024-2025. Deployed enterprise GenAI across Southeast Asia with 'local-first' strategy emphasizing regional language accuracy and business outcomes.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:17:34.559Z","viewCount":5,"createdAt":"2026-05-30T14:17:34.559Z","updatedAt":"2026-05-30T14:17:34.559Z"},{"id":676,"slug":"vantaca","name":"Vantaca","website":"https://www.vantaca.com","hqLocation":"Wilmington, North Carolina, USA","foundedYear":2017,"category":["enterprise-agents","productivity-workflow"],"description":"AI-powered community association management (HOA) software platform that automates back-office operations, document management, and tenant communications. Uses agentic AI to handle maintenance requests, financial analysis, and administrative tasks for six million households.","fundingTotal":"$305M+","latestValuation":"$1.25B","revenueArr":"~$100M","profitabilityStatus":"95% YoY revenue growth","headcount":"200+","status":"active","tier":"master-list","whoIsBehind":"Founded by Dave Sweyer and David Gunn; backed by Cove Hill Partners, JMI Equity, Live Oak Ventures","pricingTier":"enterprise","notes":"<cite index=\"59-5,59-6,59-7\">Achieved unicorn status ($1.25B valuation) with $300M+ growth investment in October 2025. Serves 500+ management companies across six million U.S. households with 95% YoY revenue growth. Acquired HOAi (AI financial tools) in 2024 for AI automation capabilities.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.336Z","viewCount":3,"createdAt":"2026-05-30T13:51:55.336Z","updatedAt":"2026-05-30T13:51:55.336Z"},{"id":890,"slug":"inspur-information","name":"Inspur Information","website":"https://www.inspur.com/","hqLocation":"Jinan, China","foundedYear":1997,"category":["ai-infrastructure","hardware-devices"],"description":"<cite index=\"18-4,18-5\">Inspur Information is a leading domestic AI server supplier powering training and inference clusters, with racks and integrated systems tuned for large-model performance in Chinese data centers.</cite> The company serves as critical infrastructure provider for China's sovereign AI stack and large-scale model training operations.","fundingTotal":"Publicly listed","latestValuation":"Public company (SZSE: 000977)","revenueArr":"Not specified in search results","profitabilityStatus":"Profitable public company","headcount":"Not specified","status":"active","tier":"master-list","whoIsBehind":"Leadership not specified in available sources","pricingTier":"enterprise","notes":"<cite index=\"18-6\">Expands compute availability for sovereign AI stacks across emerging markets.</cite> Long-established server and computing infrastructure provider for China's AI ecosystem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:17.622Z","viewCount":7,"createdAt":"2026-05-30T14:18:17.622Z","updatedAt":"2026-05-30T14:18:17.622Z"},{"id":604,"slug":"z-ai","name":"Z.ai","website":"https://www.zhipuai.cn/en","hqLocation":"Beijing, China","foundedYear":2019,"category":["foundation-models","chatbots-assistants","coding-dev-tools","enterprise-agents","productivity-workflow"],"description":"Z.ai (formerly Zhipu AI) is a Beijing-based AI company founded by Tsinghua University researchers that develops the GLM (General Language Model) family of open-weight models optimized for multimodal reasoning, coding, and agentic execution. The company has shifted from foundation model focus to building comprehensive application layers including ChatGLM (13M+ monthly users), Ying video generation, and AutoGLM autonomous agents for smart devices.","fundingTotal":"$410M+","latestValuation":"$20B+","revenueArr":"~$44.5M (2024)","profitabilityStatus":"Profitable; $312.4M revenue in 2024","headcount":"250-500 estimated","status":"active","tier":"master-list","whoIsBehind":"Jie Tang, Zhang Yiming; backed by Alibaba, Tencent, Prosperity7 Ventures","pricingTier":"freemium, api, enterprise","notes":"<cite index=\"19-14\">In July 2025, Z.ai released GLM-4.5 and GLM-4.5 Air, their next generation language models, and the company rebranded itself as Z.ai internationally.</cite> <cite index=\"26-36\">Z.ai (the Beijing-based startup) valued at over six billion dollars after its January Hong Kong IPO</cite>, now directly competing with Claude and GPT on open-source agentic models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.320Z","viewCount":7,"createdAt":"2026-05-28T15:25:31.320Z","updatedAt":"2026-05-28T15:25:31.320Z"},{"id":889,"slug":"cambricon","name":"Cambricon","website":"https://www.cambricon.com/","hqLocation":"Beijing, China","foundedYear":2015,"category":["hardware-devices","ai-infrastructure","robotics-physical"],"description":"<cite index=\"31-1,31-2\">Cambricon, founded in February 2015 and headquartered in Beijing, is an AI chip developer established by Chen Tianshi and has received financings from Heli Capital, Chinese Academy of Sciences Venture Capital and Alibaba, among others.</cite> <cite index=\"30-10,30-11,30-12\">Cambricon has mastered core technologies in intelligent chips and foundational system software, with its 7nm Shenwei 590 chip delivering 80%-90% of NVIDIA A100's performance while achieving over 20% higher energy efficiency, with mass production begun for Alibaba Cloud and Tencent Cloud.</cite>","fundingTotal":"Not disclosed","latestValuation":null,"revenueArr":"~RMB 1.111B (Q1 2025, 4,230% YoY)","profitabilityStatus":"Profitable Q1 2025 (RMB 355M net profit)","headcount":"Not disclosed","status":"active","tier":"master-list","whoIsBehind":"Chen Tianshi (founder/CEO, processor architect expert)","pricingTier":"enterprise","notes":"<cite index=\"30-13\">Q1 2025 revenue surged 4,230% year-over-year to RMB 1.111 billion, with net profit reaching RMB 355 million to achieve profitability.</cite> Listed on Shanghai STAR board, 7nm chip in mass production.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:17.532Z","viewCount":5,"createdAt":"2026-05-30T14:18:17.532Z","updatedAt":"2026-05-30T14:18:17.532Z"},{"id":550,"slug":"unitree-robotics","name":"Unitree Robotics","website":"https://www.unitree.com","hqLocation":"Hangzhou, China","foundedYear":2016,"category":["robotics-physical"],"description":"Chinese robotics company building quadruped and humanoid robots at scale. Unitree dominates legged robotics with 30,000+ quadrupeds shipped globally (Go1, Go2) and is now humanoid-leading with 5,500+ units shipped in 2025. Products range from Go2 quadrupeds to H1, G1, and R1 humanoids priced $4,900–$90,000, achieving 60%+ gross margins and profitability.","fundingTotal":"$1B+ (aggregate Series A–C)","latestValuation":"$1.7B (June 2025 Series C); $3–7B (IPO target 2026)","revenueArr":"~$1.7B (2025 projected)","profitabilityStatus":"profitable (¥288M net profit 2025)","headcount":"1,000+","status":"active","tier":"master-list","whoIsBehind":"Wang Xingxing (Founder/CEO)","pricingTier":"consumer | enterprise","notes":"IPO filed March 2026 for Shanghai STAR Market (targeting ¥4.2B/$610M raise). Shipped 5,500+ humanoids in 2025, capturing ~32% of global humanoid unit market. Series C led by Alibaba, Tencent, China Mobile, Ant Group, Geely Capital. First Chinese humanoid robot pure-play at scale.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:59.015Z","viewCount":6,"createdAt":"2026-05-28T15:11:59.015Z","updatedAt":"2026-05-28T15:11:59.015Z"},{"id":897,"slug":"orca-security","name":"Orca Security","website":"https://www.orca.security","hqLocation":"Tel Aviv, Israel","foundedYear":null,"category":["enterprise-agents","ai-infrastructure"],"description":"Cloud security AI platform enabling enterprises to manage complex cloud attack surfaces. Uses AI to detect, prioritize and remediate vulnerabilities in real time across hybrid cloud environments.","fundingTotal":"$400M+","latestValuation":"$1.8B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Israeli founders (ex-cloud security experts)","pricingTier":"enterprise","notes":"Unicorn status; acquired 12 Israeli startups in 2025 alone. Category leader in cloud security AI. Among most active Israeli acquirers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:19:19.014Z","viewCount":4,"createdAt":"2026-05-30T14:19:19.014Z","updatedAt":"2026-05-30T14:19:19.014Z"},{"id":893,"slug":"ideally","name":"Ideally","website":"https://www.ideally.ai","hqLocation":"Auckland, New Zealand","foundedYear":2023,"category":["ai-search","data-analytics"],"description":"AI-powered market research platform replacing Nielsen-style research with real-time DIY surveys. Uses synthetic human samples for product testing. Serves 250+ brands in 30+ countries (Asahi, DoorDash, Google, Telstra). Launched Canvas product for early-stage concept testing.","fundingTotal":"$16M","latestValuation":"$100M","revenueArr":null,"profitabilityStatus":null,"headcount":"~30-40","status":"active","tier":"master-list","whoIsBehind":"James Donald (CEO/Co-Founder); Series A led by Shearwater Capital (AU), supported by Altered Capital, Ecliptic VC, Icehouse","pricingTier":"enterprise","notes":"Series A $16M (Apr 2026) at $100M valuation. Achieved within 2 years of founding with strong capital efficiency. Expanded to NYC office. Investor highlighted as 'infrastructure of marketing department restructuring.'","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:48.961Z","viewCount":4,"createdAt":"2026-05-30T14:18:48.961Z","updatedAt":"2026-05-30T14:18:48.961Z"},{"id":898,"slug":"cytoreason","name":"CytoReason","website":"https://www.cytoreason.com","hqLocation":"Tel Aviv, Israel (with office in Cambridge, Massachusetts)","foundedYear":2016,"category":["healthcare"],"description":"AI-powered computational disease modeling platform for pharmaceutical and biotech companies. Uses machine learning to map human diseases and predict drug efficacy, helping accelerate clinical trials and reduce development costs.","fundingTotal":"$180M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"120+","status":"active","tier":"master-list","whoIsBehind":"David Harel (CEO, co-founder), Shai Shen-Orr (Chief Scientist, co-founder)","pricingTier":"enterprise","notes":"Raised $80M (July 2024) from NVIDIA, Pfizer, Thermo Fisher, OurCrowd. 6 of top 10 pharma companies use platform. Partnerships with Pfizer, Roche, Merck for drug discovery.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:19:19.101Z","viewCount":3,"createdAt":"2026-05-30T14:19:19.101Z","updatedAt":"2026-05-30T14:19:19.101Z"},{"id":590,"slug":"seismic","name":"Seismic","website":"https://www.seismic.com","hqLocation":"San Diego, United States","foundedYear":2010,"category":["sales-crm","enterprise-agents","productivity-workflow"],"description":"Seismic is an AI-powered sales enablement platform that helps revenue teams manage content, deliver training, and execute personalized customer interactions. The platform combines sales content management, learning and coaching, and AI-guided selling in a unified workspace. In March 2024, Seismic acquired Lessonly to integrate sales training and coaching.","fundingTotal":"$440M","latestValuation":"$3B","revenueArr":"$250M (as of 2021; likely higher 2024+)","profitabilityStatus":null,"headcount":"1000+","status":"active","tier":"master-list","whoIsBehind":"Doug Winter (CEO, co-founder); Ed Calnan; Nasser Barghouti","pricingTier":"enterprise","notes":"Series G funding ($170M) closed March 2024. February 2026 entered merger agreement with Highspot. Aura AI agents launched Fall 2025 for Salesforce Agentforce integration.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:21:48.024Z","viewCount":4,"createdAt":"2026-05-28T15:21:48.024Z","updatedAt":"2026-05-28T15:21:48.024Z"},{"id":894,"slug":"caruso","name":"Caruso","website":"https://www.caruso.co.nz","hqLocation":"Auckland, New Zealand / Sydney, Australia","foundedYear":2023,"category":["enterprise-agents"],"description":"AI-native registry and fund administration platform for real estate, private credit, and private equity funds. Replaces fragmented systems with automated admin workflows. Serves 80+ fund managers running 900 funds worth $80B in assets.","fundingTotal":"$12.3M","latestValuation":"$80M","revenueArr":null,"profitabilityStatus":null,"headcount":"~60+","status":"active","tier":"master-list","whoIsBehind":"Mark Hurley (CEO/Co-Founder); Series A led by Icehouse Ventures (NZ) + GD1, backed by Balmain (existing customer)","pricingTier":"enterprise","notes":"Series A $9.3M (Apr 2026) at $80M valuation. Built to remove admin burden from fund administration. Offices in Sydney, Auckland, Dallas. Doubled Sydney headcount to ~40.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:49.050Z","viewCount":4,"createdAt":"2026-05-30T14:18:49.050Z","updatedAt":"2026-05-30T14:18:49.050Z"},{"id":896,"slug":"weka-wekaio","name":"WEKA (WekaIO)","website":"https://www.weka.io","hqLocation":"Tel Aviv, Israel","foundedYear":2013,"category":["ai-infrastructure"],"description":"AI-native data platform providing storage and compute infrastructure optimized for accelerated AI workloads. Offers data portability across on-premises, cloud, and edge environments for AI and high-performance computing.","fundingTotal":"$375M","latestValuation":"$1.6B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Liran Zvibel, Maor Ben-Dayan, Omri Palmon (founders)","pricingTier":"enterprise","notes":"Raised $100M Series E (net) in May 2024, reaching $1.6B valuation. Specialized in high-performance computing and AI infrastructure. Unicorn as of May 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:19:18.924Z","viewCount":3,"createdAt":"2026-05-30T14:19:18.924Z","updatedAt":"2026-05-30T14:19:18.924Z"},{"id":899,"slug":"hour-one","name":"Hour One","website":"https://www.hourfone.com","hqLocation":"Tel Aviv, Israel","foundedYear":null,"category":["video-generation"],"description":"Generative AI platform for creating professional-grade video content at scale. Uses AI avatars and text-to-video capabilities for enterprise training, marketing, and customer service applications.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Israeli founders","pricingTier":"enterprise","notes":"Featured as Google Cloud customer; 60% of funded gen AI startups use Google Cloud. Used by Bayer, HP for enterprise video production. Active in video avatar and text-to-video generation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:19:19.192Z","viewCount":3,"createdAt":"2026-05-30T14:19:19.192Z","updatedAt":"2026-05-30T14:19:19.192Z"},{"id":591,"slug":"revenue-io","name":"Revenue.io","website":"https://www.revenue.io","hqLocation":"San Francisco, United States","foundedYear":2012,"category":["enterprise-agents","sales-crm","productivity-workflow"],"description":"Revenue.io (formerly RingDNA) is a Salesforce-native revenue orchestration platform providing AI-powered dialing, sales engagement, conversation intelligence, real-time coaching, and guided selling. The platform unifies call recording, transcription, coaching feedback, and deal management within Salesforce without external sync tools or shadow CRMs.","fundingTotal":"series funding; not publicly disclosed","latestValuation":null,"revenueArr":"estimated $20M–$50M","profitabilityStatus":null,"headcount":"300–500","status":"active","tier":"master-list","whoIsBehind":"built on legacy RingDNA technology; current leadership undisclosed in public materials","pricingTier":"enterprise","notes":"Active product development in 2025–2026 with in-person meeting intelligence, AI coaching feedback, and MCP integrations. Marketed for Salesforce-first organizations as alternative to Outreach/SalesLoft to avoid data sync issues.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:21:48.281Z","viewCount":6,"createdAt":"2026-05-28T15:21:48.281Z","updatedAt":"2026-05-28T15:21:48.281Z"},{"id":892,"slug":"cerebrium","name":"Cerebrium","website":"https://cerebrium.ai","hqLocation":"Cape Town, South Africa (HQ: New York)","foundedYear":2022,"category":["ai-infrastructure"],"description":"Serverless AI infrastructure platform enabling teams to build and deploy multimodal AI applications with low latency. Abstracts GPU compute complexity for voice/video AI, LLM fine-tuning, and batch processing. Used by Tavus, Deepgram, Vapi and 100M+ seconds of monthly compute.","fundingTotal":"$8.5M","latestValuation":null,"revenueArr":"~$1M run-rate (2024)","profitabilityStatus":null,"headcount":"~10-15","status":"active","tier":"master-list","whoIsBehind":"Michael Louis (CEO), Jonathan Irwin (CTO); Gradient Ventures (Google's AI fund), Y Combinator, Authentic Ventures","pricingTier":"api","notes":"Seed round Jul 2025 led by Gradient; deployed by leading voice/video AI companies. Previously acquired OneCart (sold to Walmart). Rapid product-market fit with enterprise adoption.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:48.701Z","viewCount":3,"createdAt":"2026-05-30T14:18:48.701Z","updatedAt":"2026-05-30T14:18:48.701Z"},{"id":910,"slug":"agentech","name":"Agentech","website":"https://www.agentech.com/","hqLocation":"New York, USA","foundedYear":2023,"category":["legal-finance"],"description":"AI workforce platform for insurance claims processing using multimodal LLM to automate desk adjuster tasks. Raised $3M seed (Oct 2024) in 30 days. Covers pet, P&C, workers' comp, and travel claims.","fundingTotal":"$3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Robin Roberson (Co-Founder, President); Alex Pezold (Co-Founder, CEO)","pricingTier":"enterprise","notes":"<cite index=\"53-9\">Company's AI-driven ensemble of agents automates mundane tasks, allowing carriers to experience a 4x increase in output without incurring additional labor costs</cite>. Launched 11 months before seed announcement, initially in pet insurance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.152Z","viewCount":3,"createdAt":"2026-05-30T14:21:59.152Z","updatedAt":"2026-05-30T14:21:59.152Z"},{"id":906,"slug":"agentiiv","name":"Agentiiv","website":"https://agentiiv.ai","hqLocation":"Toronto, Canada","foundedYear":2023,"category":["enterprise-agents"],"description":"Enterprise-grade agentic AI platform providing 100+ specialized AI agents that function as expert colleagues across business functions including marketing, finance, HR, and operations. Enables organizations to scale human expertise through autonomous workflow agents.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20-30 estimated","status":"active","tier":"master-list","whoIsBehind":"Karla Congson (CEO)","pricingTier":"enterprise","notes":"<cite index=\"15-2\">Announced January 2026 technology partnership with Vector Institute as enterprise-grade agentic AI systems pioneer</cite>. <cite index=\"50-8,50-10\">In October 2025 contributed $4M in AI services to You.Scaled Accelerator Program providing 500 grants for SMB and nonprofit AI adoption</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:29.479Z","viewCount":3,"createdAt":"2026-05-30T14:21:29.479Z","updatedAt":"2026-05-30T14:21:29.479Z"},{"id":902,"slug":"raft-vector-ai","name":"Raft (Vector.ai)","website":"https://www.raft.ai","hqLocation":"London, UK","foundedYear":2017,"category":["enterprise-agents","data-analytics"],"description":"Raft provides AI-driven logistics automation for freight forwarders and customs brokers, processing 5M+ shipments annually and $10B in freight invoices. Also offers AI solutions for national defense and mission operations.","fundingTotal":"$46.7M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~70-90","status":"active","tier":"master-list","whoIsBehind":"Founders/team not fully disclosed","pricingTier":"enterprise","notes":"Series B of $30M (July 2023). Rebranded from Vector.ai to Raft (2022). Significant enterprise traction in logistics and government sectors. Mission-critical defense applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:20:33.656Z","viewCount":5,"createdAt":"2026-05-30T14:20:33.656Z","updatedAt":"2026-05-30T14:20:33.656Z"},{"id":908,"slug":"nirvana-insurance","name":"Nirvana Insurance","website":"https://nirvana.insurance/","hqLocation":"San Francisco, USA","foundedYear":2020,"category":["legal-finance"],"description":"AI-powered commercial insurance platform specializing in trucking industry, using telematics data and machine learning for underwriting, quote generation, and claims automation. Recently raised $100M Series D at $1.5B valuation (Dec 2025), with $262.2M total funding.","fundingTotal":"$262.2M","latestValuation":"$1.5B","revenueArr":"~$100M+ (premiums under management)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2020; Series D led by Valor Equity Partners (Dec 2025)","pricingTier":"enterprise","notes":"<cite index=\"48-1\">Nirvana secured $100m in a pre-emptive extension to its Series D funding round, pushing its valuation to $1.5bn</cite>. <cite index=\"41-13\">The company developed AI tools that automate and expedite claims processing</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:58.806Z","viewCount":4,"createdAt":"2026-05-30T14:21:58.806Z","updatedAt":"2026-05-30T14:21:58.806Z"},{"id":903,"slug":"aily-labs","name":"Aily Labs","website":"https://www.ailylabs.com","hqLocation":"Munich, Germany","foundedYear":2021,"category":["data-analytics","enterprise-agents"],"description":"AI-powered decision intelligence platform for enterprises to convert complex business data into real-time operational insights and automated decision-making. Serves manufacturing, supply chain, finance and R&D operations with machine learning and AI agents.","fundingTotal":"$80M","latestValuation":"~$500M-700M (estimated)","revenueArr":null,"profitabilityStatus":null,"headcount":"100-150 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Founded by Piotr Jablonski, Dominik Jain and others; backed by Accel, Lightspeed, Accel","pricingTier":"enterprise","notes":"Raised $80M Series B in 2025 with focus on enterprise automation for complex operational decisions in manufacturing and supply chain. Positioned against legacy BI tools.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:03.103Z","viewCount":4,"createdAt":"2026-05-30T14:21:03.103Z","updatedAt":"2026-05-30T14:21:03.103Z"},{"id":823,"slug":"snyk","name":"Snyk","website":"https://snyk.io","hqLocation":"Boston, United States","foundedYear":2015,"category":["coding-dev-tools","ai-infrastructure"],"description":"AI-powered developer security platform securing code, dependencies, containers, and infrastructure-as-code. Snyk's DeepCode AI and agentic orchestrator Evo enable secure AI-native development and governance.","fundingTotal":"$1.2B","latestValuation":"$8.5B (as of 2021; current under pressure)","revenueArr":"~$278M (2024)","profitabilityStatus":"Losses (~$166.5M in 2024), revenue growth at 26.5%","headcount":"1400+","status":"active","tier":"master-list","whoIsBehind":"Peter McKay (CEO); Guy Podjarny (Chairman)","pricingTier":"freemium","notes":"Raised $196M Series F in Oct 2025. Acquired Invariant Labs (AI security research, June 2025) and Probely (DAST, Nov 2024). Launched AI Trust Platform May 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:12.636Z","viewCount":4,"createdAt":"2026-05-30T14:09:12.636Z","updatedAt":"2026-05-30T14:09:12.636Z"},{"id":909,"slug":"pibit-ai","name":"Pibit.ai","website":"https://pibit.ai/","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["legal-finance"],"description":"Underwriting automation platform converting unstructured insurance submissions into structured decision-ready data. Y Combinator-backed; raised $7M Series A (Nov 2025) from Stellaris Venture Partners for its CURE platform.","fundingTotal":"$7M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Akash Agarwal (Founder & CEO)","pricingTier":"enterprise","notes":"<cite index=\"29-4\">Platform enables 85% faster underwriting, 32% increase in GWP per underwriter, and up to 700 basis points improvement in loss ratios</cite>. <cite index=\"29-1\">Pibit announced a $7 million funding round to accelerate development of its Centralized Underwriting Risk Environment (CURE)</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.065Z","viewCount":4,"createdAt":"2026-05-30T14:21:59.065Z","updatedAt":"2026-05-30T14:21:59.065Z"},{"id":907,"slug":"mila-quebec-artificial-intelligence-institute","name":"Mila – Quebec Artificial Intelligence Institute","website":"https://mila.quebec","hqLocation":"Montreal, Canada","foundedYear":1993,"category":["foundation-models"],"description":"World's largest academic AI research center specializing in deep learning and machine learning, with 1,500+ members across multiple Quebec institutions. Now actively commercializing research through Mila Ventures and the Venture Scientist Fund to bridge research-to-market gap.","fundingTotal":"$200M+ (cumulative government + private)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Non-profit","headcount":"~1,500+ researchers and faculty","status":"active","tier":"master-list","whoIsBehind":"Yoshua Bengio (founder), Valérie Pisano (President & CEO), Hugo Larochelle (Scientific Director)","pricingTier":"research + venture","notes":"<cite index=\"22-7,22-2\">January 2026 partnership with Inovia Capital launching $100M USD Venture Scientist Fund targeting 55+ AI-native startups from Canada's research ecosystem</cite>. <cite index=\"25-1,25-2\">Under new scientific director Hugo Larochelle, renewed focus on AI commercialization and raising venture capital fund</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:29.565Z","viewCount":4,"createdAt":"2026-05-30T14:21:29.565Z","updatedAt":"2026-05-30T14:21:29.565Z"},{"id":905,"slug":"ecopia-ai","name":"Ecopia AI","website":"https://ecopiatech.com","hqLocation":"Toronto, Canada","foundedYear":2013,"category":["data-analytics","design-creative"],"description":"AI-based geospatial mapping platform that converts high-resolution aerial imagery into high-precision 3D vector maps using machine learning. Provides digital intelligence for infrastructure, climate resilience, and urban planning across government and commercial applications.","fundingTotal":"$14.5M+","latestValuation":null,"revenueArr":"$25-100M estimated","profitabilityStatus":"Profitable (bootstrapped)","headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":"Jon Lipinski (co-founder & President)","pricingTier":"enterprise","notes":"<cite index=\"43-16,43-17\">Founded in 2013 with 50+ employees, primarily bootstrapped since inception with organic growth through customer revenue and government support</cite>. <cite index=\"46-2,46-3\">Recently collaborated with Canadian federal government (September 2024) mapping 3,000+ km² in Montreal using AI for infrastructure and transportation planning</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:29.221Z","viewCount":4,"createdAt":"2026-05-30T14:21:29.221Z","updatedAt":"2026-05-30T14:21:29.221Z"},{"id":912,"slug":"klaimee","name":"Klaimee","website":"https://klaimee.ai/","hqLocation":"San Francisco, USA","foundedYear":2025,"category":["legal-finance"],"description":"First AI agent liability insurance provider, offering certification, risk evaluation, financial guarantee, and insurance for autonomous AI systems. Y Combinator-backed; targets companies deploying agentic AI.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ines (ex-General Manager SafetyWing, grew insurance product $5M→$60M); Julien (CTO)","pricingTier":"enterprise","notes":"<cite index=\"52-11\">Klaimee covers what traditional E&O and cyber explicitly carve out, enabling deployment of agentic AI at scale</cite>. <cite index=\"52-33\">AI-related lawsuits are up 137% between 2024 and 2025</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.330Z","viewCount":3,"createdAt":"2026-05-30T14:21:59.330Z","updatedAt":"2026-05-30T14:21:59.330Z"},{"id":919,"slug":"attentive-ai-beam-ai","name":"Attentive AI (Beam AI)","website":"https://attentive.ai","hqLocation":"Wilmington, USA","foundedYear":2020,"category":["enterprise-agents","data-analytics"],"description":"Attentive.AI operates Beam AI, a human-in-the-loop takeoff platform that automates pre-construction quantity extraction and QA review. Users upload site plans, define project scope, and AI generates takeoffs that are reviewed by QA teams before final delivery to builders.","fundingTotal":"$30.5M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Attentive.AI team","pricingTier":"enterprise","notes":"<cite index=\"11-14,11-15\">Wilmington, Delaware-based Attentive.AI raised $30.5 million in a Series B funding round. The company has helped over 1,100 firms streamline the preconstruction process with its human-in-the-loop model</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:23:13.936Z","viewCount":5,"createdAt":"2026-05-30T14:23:13.936Z","updatedAt":"2026-05-30T14:23:13.936Z"},{"id":915,"slug":"infogrid","name":"Infogrid","website":"https://www.infogrid.io","hqLocation":"London, UK","foundedYear":2018,"category":["data-analytics","enterprise-agents"],"description":"Building intelligence and analytics platform using AI and IoT sensors to optimize building energy usage and ESG compliance. Provides AI-driven insights to reduce operational costs, energy consumption, and carbon footprint for commercial and multifamily properties.","fundingTotal":"$30M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"40-50","status":"active","tier":"master-list","whoIsBehind":"Kate Henningsen (CEO)","pricingTier":"enterprise","notes":"Series B extension (April 2024) with new investors Keyframe Capital and A/O joining existing backers Northzone. Focused on ESG/sustainability automation in CRE—market need affirmed by 10% of buildings globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:22:40.601Z","viewCount":4,"createdAt":"2026-05-30T14:22:40.601Z","updatedAt":"2026-05-30T14:22:40.601Z"},{"id":914,"slug":"gradient-ai","name":"Gradient AI","website":"https://gradient-ai.com/","hqLocation":"San Francisco, USA","foundedYear":2021,"category":["legal-finance"],"description":"Underwriting and claims management platform for group health, property, casualty, and workers' compensation insurers using AI and machine learning. Raised $123.2M in total funding.","fundingTotal":"$123.2M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2021; institutional venture-backed","pricingTier":"enterprise","notes":"<cite index=\"14-7\">Gradient AI provides underwriting and claims management solutions for group health, property, casualty, and workers' compensation insurers</cite>. Total funding of $123.2M indicates strong institutional confidence.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.506Z","viewCount":5,"createdAt":"2026-05-30T14:21:59.506Z","updatedAt":"2026-05-30T14:21:59.506Z"},{"id":913,"slug":"cape-analytics","name":"Cape Analytics","website":"https://www.capeanalytics.com/","hqLocation":"San Francisco, USA","foundedYear":2016,"category":["legal-finance"],"description":"Geospatial AI for property risk assessment using satellite imagery and machine learning to identify property attributes at scale for insurance underwriting and pricing. Raised $75M+ total funding.","fundingTotal":"$75M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2016; multiple rounds of institutional venture funding","pricingTier":"enterprise","notes":"<cite index=\"41-7\">Cape Analytics leverages machine learning and geospatial imagery to identify property attributes at scale allowing insurance companies to provide more accurate quotes</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.419Z","viewCount":3,"createdAt":"2026-05-30T14:21:59.419Z","updatedAt":"2026-05-30T14:21:59.419Z"},{"id":916,"slug":"dwelly","name":"Dwelly","website":"https://dwelly.co.uk","hqLocation":"London, UK","foundedYear":2023,"category":["enterprise-agents"],"description":"AI-enabled roll-up acquiring and consolidating independent UK lettings/property management agencies. Uses AI to automate tenant communications, maintenance requests, rent collection, and back-office workflows. Manages 10,000+ properties across 10 acquired agencies with 200M+ GBP rent under management.","fundingTotal":"$93M+","latestValuation":null,"revenueArr":"~£200M gross rent under management","profitabilityStatus":null,"headcount":"300 (expanding to 1,500 by year-end)","status":"active","tier":"master-list","whoIsBehind":"Ilia Drozdov (CEO), Dan Lifshits (CPO), Dmitry Khanukov (CTO) — all former Uber/Gett executives","pricingTier":"enterprise","notes":"Raised £69M ($93M) equity + £37M debt (Feb 2026). Negotiating ~$200M additional funding (May 2026). Reached top 15 UK lettings agencies in <2 years; targets top 5 by EOY. AI-driven consolidation play in fragmented market.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:22:40.848Z","viewCount":4,"createdAt":"2026-05-30T14:22:40.848Z","updatedAt":"2026-05-30T14:22:40.848Z"},{"id":939,"slug":"wolf-games","name":"Wolf Games","website":"https://wolfgames.net","hqLocation":"Los Angeles, California, USA","foundedYear":2024,"category":["design-creative","game-development"],"description":"Generative entertainment company building AI-native cinematic games personalized to players. Founded by writer/producer (co-creator of Prime Video's 'On Call'), with backing from entertainment titans. Proprietary AI engine generates richly detailed, responsive worlds in real-time while preserving narrative integrity and IP fidelity.","fundingTotal":"$13 million","latestValuation":"not disclosed","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Elliot Wolf (Chief Creative Officer, co-founder, Dick Wolf's son), Andrew Adashek, Noah Rosenberg (co-founders)","pricingTier":"consumer","notes":"Seed $4M (2024) + Series A $9M (Oct 2025) led by Main Street Advisors with Maverick Carter, Tom Werner, Rashid Johnson, Dick Wolf, Jimmy Iovine participation. Partnership with NBCUniversal to expand beloved IP. Launched Clue Hunter game; beta testing 'Public Eye' gaming universe.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:48.053Z","viewCount":3,"createdAt":"2026-05-30T14:26:48.053Z","updatedAt":"2026-05-30T14:26:48.053Z"},{"id":927,"slug":"crescendo","name":"Crescendo","website":"https://www.crescendoai.com","hqLocation":"USA","foundedYear":2024,"category":["enterprise-agents","chatbots-assistants"],"description":"Hybrid customer support AI platform combining autonomous AI agents with managed human support team for complex tickets. Raised $40M and achieved $500M valuation in founding year, now a top-10 customer service AI agent by revenue.","fundingTotal":"$40M","latestValuation":"$500M","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Broke into top 10 customer service AI agents by revenue despite being founded in 2024. Challenger positioning against Decagon with hybrid model combining AI + human support.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:25:11.775Z","viewCount":5,"createdAt":"2026-05-30T14:25:11.775Z","updatedAt":"2026-05-30T14:25:11.775Z"},{"id":925,"slug":"findem","name":"Findem","website":"https://findem.com","hqLocation":"Redwood City, USA","foundedYear":2019,"category":["sales-crm"],"description":"AI-powered talent sourcing platform that uses semantic search and deep candidate profiling to identify high-quality prospects across 500M+ profiles with contextual filters (e.g., early-stage to Series C experience, specific exit patterns).","fundingTotal":"$105M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"not disclosed","headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":"Founded 2019; acquired Glider AI in 2026 to create end-to-end AI hiring platform","pricingTier":"enterprise","notes":"Raised $51M including $36M Series C in October 2025 led by Silver Lake Waterman plus $15M growth debt from JP Morgan. Recently acquired Glider AI to combine sourcing with technical assessments. Total funding $105M since 2019.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:24:41.269Z","viewCount":3,"createdAt":"2026-05-30T14:24:41.269Z","updatedAt":"2026-05-30T14:24:41.269Z"},{"id":926,"slug":"dex","name":"Dex","website":"https://dex.ai","hqLocation":"London, UK","foundedYear":2025,"category":["enterprise-agents"],"description":"AI recruiting platform specialized in AI talent (researchers, engineers, ML experts). Uses proprietary matching engine combining models from Google, Anthropic, and OpenAI to match candidates directly to hiring managers at 20-30% placement fee.","fundingTotal":"$8.4M","latestValuation":null,"revenueArr":"~$1.8M","profitabilityStatus":"not disclosed","headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Petros Lambros (Founder/CEO) — built AI-native recruiting agent in early 2025","pricingTier":"api","notes":"Raised $8.4M total ($5.3M Series A + $3.1M pre-seed) as of April 2026 led by Notion Capital with a16z Speedrun. Hit $1.8M ARR in 5 months of charging. 15K+ AI engineers on platform; 50+ customers including Lovable and ElevenLabs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:24:41.359Z","viewCount":5,"createdAt":"2026-05-30T14:24:41.359Z","updatedAt":"2026-05-30T14:24:41.359Z"},{"id":921,"slug":"crisp","name":"Crisp","website":"https://www.gocrisp.com","hqLocation":"Bentonville, Arkansas, USA","foundedYear":2017,"category":["data-analytics","enterprise-agents"],"description":"Vertical AI platform for retail and CPG that integrates real-time POS and supply chain data across brands, retailers, and distributors. Reduces out-of-stocks, optimizes assortment and space planning, and maximizes e-commerce revenue through industry-specific AI agents. Serves 7,000+ brands and handles over $15T in annual supply chain flows.","fundingTotal":"$127M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"250+","status":"active","tier":"master-list","whoIsBehind":"Are Traasdahl (Founder & CEO, ex-Tapad founder); Dag Kittlaus","pricingTier":"enterprise","notes":"<cite index=\"40-1,40-3\">Closed $26M Series B1 in December 2025 led by Paine Schwartz Partners</cite>. <cite index=\"40-13,40-14\">Recently launched AI Agent Studio, described as the retail industry's first purpose-built AI agent platform that orchestrates supply chain insights and triggers real-time actions</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:23:36.855Z","viewCount":4,"createdAt":"2026-05-30T14:23:36.855Z","updatedAt":"2026-05-30T14:23:36.855Z"},{"id":928,"slug":"gorgias","name":"Gorgias","website":"https://www.gorgias.com","hqLocation":"New York, USA","foundedYear":2015,"category":["chatbots-assistants","enterprise-agents"],"description":"E-commerce customer support platform with native AI agents for omnichannel support. One of only 6 companies generating $100M+ ARR in customer service AI. Integrates with Shopify, TikTok Shop, and major CX platforms.","fundingTotal":null,"latestValuation":null,"revenueArr":"$100M+","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"freemium | enterprise","notes":"Market leader in e-commerce CX, serving thousands of Shopify merchants. Bridges category between SaaS customer support and agentic AI automation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:25:12.037Z","viewCount":4,"createdAt":"2026-05-30T14:25:12.037Z","updatedAt":"2026-05-30T14:25:12.037Z"},{"id":924,"slug":"turing","name":"Turing","website":"https://turing.com","hqLocation":"Palo Alto, USA","foundedYear":2018,"category":["sales-crm","enterprise-agents"],"description":"AI-powered talent cloud connecting 4M+ vetted engineers and domain experts with companies for hiring, training data generation, and AI model development. Evolved from remote developer staffing to key partner for OpenAI, Anthropic, and other frontier AI labs.","fundingTotal":"$225M","latestValuation":"$2.2B","revenueArr":"~$300M","profitabilityStatus":"profitable since 2024","headcount":"201-500","status":"active","tier":"master-list","whoIsBehind":"Jonathan Siddharth (CEO/Co-founder), Vijay Krishnan (Co-founder) — Stanford CS","pricingTier":"enterprise","notes":"Raised $111M Series E at $2.2B valuation in March 2025 led by Khazanah Nasional Berhad. Revenue grew 150% YoY to $300M ARR. Pivoted from developer staffing to critical AI infrastructure partner for model training and evaluation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:24:41.009Z","viewCount":4,"createdAt":"2026-05-30T14:24:41.009Z","updatedAt":"2026-05-30T14:24:41.009Z"},{"id":929,"slug":"tenex-ai","name":"Tenex.AI","website":"https://tenex.ai","hqLocation":"San Francisco, CA, USA","foundedYear":2022,"category":["ai-infrastructure","data-analytics"],"description":"AI-enabled threat detection platform that uses machine learning to identify and respond to sophisticated cybersecurity threats in real-time. Became a unicorn with Series B round in March 2025.","fundingTotal":"$400M+","latestValuation":"$1B+","revenueArr":"Not publicly disclosed","profitabilityStatus":"Pre-profitable, growth stage","headcount":"100-200","status":"active","tier":"master-list","whoIsBehind":"Founded by AI/ML and cybersecurity veterans; Series B led by Crosspoint Capital Partners","pricingTier":"enterprise","notes":"Raised $250M Series B in March 2025, achieving unicorn status. Market leader in AI-enabled threat detection among early-stage companies. Part of record cybersecurity funding wave in 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:25:42.411Z","viewCount":4,"createdAt":"2026-05-30T14:25:42.411Z","updatedAt":"2026-05-30T14:25:42.411Z"},{"id":922,"slug":"guac","name":"Guac","website":"https://guac.live","hqLocation":"San Francisco, California, USA","foundedYear":null,"category":["data-analytics","enterprise-agents"],"description":"AI demand forecasting platform specifically for grocery retailers and supermarkets. Accurately predicts grocery demand to help supermarkets order and produce the right amount of inventory, reducing food waste and increasing product availability. Y Combinator-backed.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Y Combinator (funded)","pricingTier":"enterprise","notes":"<cite index=\"10-21\">Y Combinator-backed startup that accurately forecasts grocery demand to help supermarkets order and produce the right amount of inventory, reducing food waste and increasing availability</cite>.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:23:37.115Z","viewCount":4,"createdAt":"2026-05-30T14:23:37.115Z","updatedAt":"2026-05-30T14:23:37.115Z"},{"id":933,"slug":"exowatt","name":"Exowatt","website":"https://www.exowatt.com","hqLocation":"Miami, Florida, USA","foundedYear":2023,"category":["energy-infrastructure"],"description":"Builds AI-optimized solar-plus-storage systems designed specifically to power AI data centers around the clock. Uses machine learning for digital twin simulations and real-time performance optimization. Addresses solar intermittency problem for mission-critical clean energy supply.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Hannan Happi (CEO/Co-founder)","pricingTier":"enterprise","notes":"Featured in Fortune (Oct 2025) as one of leading companies using AI to reinvent energy business. Leverages LLMs for digital twin system simulations and proactive maintenance. Custom AI software replacing traditional SaaS tools. Direct focus on data center clean energy solutions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:12.768Z","viewCount":1,"createdAt":"2026-05-30T14:26:12.768Z","updatedAt":"2026-05-30T14:26:12.768Z"},{"id":930,"slug":"projectdiscovery","name":"ProjectDiscovery","website":"https://projectdiscovery.io","hqLocation":"San Francisco, CA, USA","foundedYear":2020,"category":["data-analytics","enterprise-agents"],"description":"Vulnerability management platform combining open-source toolchain with commercial platform for automated discovery and validation of security vulnerabilities. Neo platform automates vulnerability workflows at scale.","fundingTotal":"$28M","latestValuation":"$100M+ estimated","revenueArr":"~$3-5M estimated","profitabilityStatus":"Pre-profitable, growth","headcount":"30-50","status":"active","tier":"master-list","whoIsBehind":"Security research and penetration testing experts; Series A led by security-focused VCs","pricingTier":"freemium","notes":"Raised $25M Series A funding. Open-source tools have 2M+ downloads. Neo platform launched for automated vulnerability discovery. Widely adopted by major tech companies.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:25:42.665Z","viewCount":5,"createdAt":"2026-05-30T14:25:42.665Z","updatedAt":"2026-05-30T14:25:42.665Z"},{"id":934,"slug":"protium-green-solutions","name":"Protium Green Solutions","website":"https://www.protiumtech.com","hqLocation":"United Kingdom","foundedYear":2019,"category":["energy-infrastructure"],"description":"Green hydrogen company using AI to optimize electrolysis processes and hydrogen production. Leverages machine learning to drive down costs and improve scalability of green hydrogen as clean energy carrier for industry and grid storage.","fundingTotal":"£31M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised £31M ($39M+) Series B in early 2025. AI-driven optimization of electrolysis for hydrogen production gaining traction. Strategic focus on renewable energy sector decarbonization via hydrogen vector.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:12.854Z","viewCount":1,"createdAt":"2026-05-30T14:26:12.854Z","updatedAt":"2026-05-30T14:26:12.854Z"},{"id":935,"slug":"torus","name":"Torus","website":"https://www.torusgrp.com","hqLocation":"South Salt Lake City, Utah, USA","foundedYear":2022,"category":["energy-infrastructure"],"description":"Combines flywheel energy storage with AI-optimized battery systems for rapid frequency response and sustained duration. Modular units deployed at grid edge for grid balancing, frequency regulation, and backup power. Serves utilities, data centers, and industrial users.","fundingTotal":"$200M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $200M Series A in Sept 2025 (extraordinary for Series A size). Hybrid flywheel-battery architecture addresses grid stability and data center resilience. Critical positioning for AI infrastructure power needs with fast-response storage.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:12.941Z","viewCount":1,"createdAt":"2026-05-30T14:26:12.941Z","updatedAt":"2026-05-30T14:26:12.941Z"},{"id":931,"slug":"reality-defender","name":"Reality Defender","website":"https://www.realitydefender.com","hqLocation":"New York, NY, USA","foundedYear":2021,"category":["ai-infrastructure"],"description":"Market leader in deepfake detection protecting enterprises and governments from AI-generated synthetic media and agentic fraud. Real-time detection of deepfakes and identity spoofing attacks.","fundingTotal":"$50M+","latestValuation":"$200M+ estimated","revenueArr":"~$5-8M estimated","profitabilityStatus":"Pre-profitable, growth","headcount":"50-100","status":"active","tier":"master-list","whoIsBehind":"AI security and synthetic media experts; backed by institutional and government-adjacent investors","pricingTier":"api","notes":"2025 Gartner Market Leader in Deepfake Detection; 2025 JPMorgan Hall of Innovation inductee; 2025 World Economic Forum Technology Pioneer; 2024 RSA Most Innovative Startup. Critical for defending against agentic fraud.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:25:42.752Z","viewCount":3,"createdAt":"2026-05-30T14:25:42.752Z","updatedAt":"2026-05-30T14:25:42.752Z"},{"id":937,"slug":"series-entertainment-series-ai","name":"Series Entertainment (Series AI)","website":"https://seriesgames.com","hqLocation":"Los Angeles, California, USA","foundedYear":2023,"category":["design-creative","game-development"],"description":"GenAI game development platform and game studio building the Rho Engine to accelerate game creation using LLMs and GenAI. Founded by veteran game entrepreneur with decades of experience (ex-Snap Games, Kongregate CEO, Flash era studios). Mission to become the new Unity for AI-powered game development.","fundingTotal":"$35.9 million","latestValuation":"$190 million (post-money, Series A estimated)","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Paavo Haritatos (CEO/Founder), with backing from a16z gaming and major publishers","pricingTier":"enterprise","notes":"Series A of $28M (Sept 2024) from Netflix, Dell Technologies Capital, a16z, BITKRAFT, F4 Fund. Seed was $7.9M (a16z led). Acquired Pixelberry (Choices: Stories You Play). Pitchbook valued Series A at ~15% equity, implying $190M post-money. Launched less than a year before Series A.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:47.699Z","viewCount":4,"createdAt":"2026-05-30T14:26:47.699Z","updatedAt":"2026-05-30T14:26:47.699Z"},{"id":936,"slug":"tibo-energy","name":"Tibo Energy","website":"https://www.tiboenergy.com","hqLocation":"United States","foundedYear":2023,"category":["enterprise-agents","data-analytics"],"description":"AI platform forecasting energy supply and demand for high-energy-use facilities, optimizing energy storage deployment and consumption. Targets industrial and commercial buildings rather than residential. Enables distributed energy systems to operate with nervous-system-like coordination.","fundingTotal":"$7M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $7M seed in June 2025 (Hitachi Ventures, Wepa Ventures). Focuses on supply-demand forecasting and energy storage optimization for enterprise facilities. Vision: AI-enabled decentralized grid management by 2030.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:13.031Z","viewCount":5,"createdAt":"2026-05-30T14:26:13.031Z","updatedAt":"2026-05-30T14:26:13.031Z"},{"id":941,"slug":"endel-sound-gmbh","name":"Endel Sound GmbH","website":"https://www.endel.io","hqLocation":"Berlin, Germany","foundedYear":2018,"category":["voice-audio-music","health-wellness"],"description":"Generative AI platform that creates personalized, adaptive soundscapes for focus, relaxation, sleep, and wellness. Uses circadian rhythms, biometric data (heart rate, movement), location, weather, and time of day to generate unique, real-time soundscapes. Partners with major labels (Warner, Universal, Spinnin' Records) and consumer platforms (Alexa, Apple Watch).","fundingTotal":"$22.1M","latestValuation":null,"revenueArr":"~$1.5M+ monthly listening hours (1M+ active users reported)","profitabilityStatus":"private, subscription-based","headcount":"~30","status":"active","tier":"master-list","whoIsBehind":"Oleg Stavitsky (CEO), Dmitry Evgrafov (sound designer), founding team of 6 (2018)","pricingTier":"freemium | consumer subscription | enterprise","notes":"Series B $15M (2022, Waverley Capital/True Ventures). UMG partnership (May 2023) for artist-driven functional music. Collaborations with Grimes, James Blake, Miguel, Plastikman. Scientific validation of focus/stress benefits.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:27:11.564Z","viewCount":4,"createdAt":"2026-05-30T14:27:11.564Z","updatedAt":"2026-05-30T14:27:11.564Z"},{"id":944,"slug":"glovatrix-fifth-sense","name":"Glovatrix (Fifth Sense)","website":"https://www.glovatrix.in","hqLocation":"Pune, India","foundedYear":2019,"category":["assistive-technology","hardware-devices","accessibility-ai"],"description":"<cite index=\"18-1,18-6,18-7\">Fifth Sense by Pune-based startup GlovatriX is an AI-powered 'glove/smartwatch' with sensors that use machine learning to map and learn sign language gestures, which are then translated into speech in real time</cite>. <cite index=\"15-17,15-18\">Glovatrix is focused on enabling seamless communication between people of all abilities, with gloves that translate sign language gestures to speech and text using sensors and AI algorithms</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"GlovatriX team (Pune-based)","pricingTier":"hardware","notes":"Wearable sign language translation device with real-time speech output. Primarily documented in research and accessibility tech circles; status as venture-backed unclear. May not clear $15M funding bar.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:27:39.736Z","viewCount":3,"createdAt":"2026-05-30T14:27:39.736Z","updatedAt":"2026-05-30T14:27:39.736Z"},{"id":940,"slug":"volley-now-weekend","name":"Volley (now Weekend)","website":"https://getweekend.com","hqLocation":"San Francisco, California, USA","foundedYear":2018,"category":["design-creative","game-development"],"description":"AI game developer focused on voice-controlled games and entertainment experiences for connected TVs and smart speakers. Platform publishes AI-native games including Song Quiz, Jeopardy!, Wheel of Fortune, and Wit's End. Rebranded to Weekend to reflect consumer-focused pivot.","fundingTotal":"$55 million","latestValuation":"not disclosed","revenueArr":null,"profitabilityStatus":null,"headcount":"~80","status":"active","tier":"master-list","whoIsBehind":"Max Child, James Wilsterman (co-founders)","pricingTier":"consumer","notes":"Series C $55M (July 2024) led by Lightspeed Venture Partners and Microsoft M12 (largest AI gaming round of 2024). Rebranded from Volley to Weekend (W2018 in YC). Multiple consumer games with strong engagement. Focus on TV/smart speaker AI-native entertainment.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:48.143Z","viewCount":4,"createdAt":"2026-05-30T14:26:48.143Z","updatedAt":"2026-05-30T14:26:48.143Z"},{"id":946,"slug":"fastbreak-ai","name":"Fastbreak AI","website":"https://fastbreak.ai","hqLocation":"Charlotte, USA","foundedYear":2020,"category":["enterprise-agents","data-analytics"],"description":"AI-powered sports operations software for automated scheduling, event management, travel optimization, and sponsorship coordination. Reduces manual logistics work that can take weeks across sports organizations.","fundingTotal":"$45.2M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"89","status":"active","tier":"master-list","whoIsBehind":"Leadership from sports operations and logistics backgrounds","pricingTier":"enterprise","notes":"Investors include NHL, Accretion Capital, Alumni Ventures. Positioned in underbuilt segment of youth/amateur sports operations where scheduling is broken problem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:28:12.710Z","viewCount":4,"createdAt":"2026-05-30T14:28:12.710Z","updatedAt":"2026-05-30T14:28:12.710Z"},{"id":945,"slug":"skillcorner","name":"SkillCorner","website":"https://www.skillcorner.com","hqLocation":"Paris, France","foundedYear":2016,"category":["data-analytics","video-generation"],"description":"AI-driven single-camera computer vision platform for automated player and ball tracking in football and basketball. Enables teams to extract positional tracking data from broadcast footage without dedicated optical systems.","fundingTotal":"$60M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~80-100 estimated","status":"active","tier":"master-list","whoIsBehind":"Charles Montmaneix (Co-founder, COO & Director of Sales)","pricingTier":"enterprise","notes":"Raised $60M Series B from Silversmith Capital Partners (Dec 2025). Expanding from football/basketball into American football. Major client base across European professional clubs.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:28:12.451Z","viewCount":4,"createdAt":"2026-05-30T14:28:12.451Z","updatedAt":"2026-05-30T14:28:12.451Z"},{"id":673,"slug":"secondmind","name":"Secondmind","website":"https://www.secondmind.ai","hqLocation":"Cambridge, UK","foundedYear":2016,"category":["design-creative","robotics-physical"],"description":"<cite index=\"33-1,33-2,33-5\">Secondmind is the provider of an AI-powered decision-making platform focused on the automotive sector, with cloud-native software powered by Secondmind Active Learning that reduces simulation time and calibration overhead.</cite> <cite index=\"29-22,29-23\">Secondmind Active Learning is an advanced machine learning system that intuitively selects only the most important data needed to meet the optimization objective of the engineer, combining purpose-built machine learning algorithms with an intelligently automated process for data-efficient experiments.</cite>","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Investors: Mazda Motor Corporation, Amadeus Capital Partners, Atlantic Bridge Ventures, Cambridge Innovation Capital","pricingTier":"enterprise","notes":"<cite index=\"35-15,35-16,35-17\">Secondmind, a Cambridge, UK-based software-defined vehicle company, raised $16M in funding from Mazda, Amadeus Capital Partners, Atlantic Bridge Ventures, and Cambridge Innovation Capital, intending to use funds to scale sales/marketing and accelerate development of its cloud-native optimization engine.</cite> <cite index=\"31-2,31-5\">Selected for the Tech Nation Future Fifty scale-up program, and named by Bloomberg as one of the UK's 25 startups to watch, backed by Amadeus Capital, Atlantic Bridge, Cambridge Innovation Capital, and Mazda Motor Corporation.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:50:27.894Z","viewCount":3,"createdAt":"2026-05-30T13:50:27.894Z","updatedAt":"2026-05-30T13:50:27.894Z"},{"id":948,"slug":"ochy","name":"Ochy","website":"https://ochy.ai","hqLocation":"London, UK","foundedYear":2021,"category":["data-analytics","sports-physical"],"description":"AI platform making movement and form analysis accessible from consumer video. Uses computer vision to analyze athletic technique and provide biomechanical feedback from smartphone footage without specialized hardware.","fundingTotal":"$5M+ estimated","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~10-15 estimated","status":"active","tier":"master-list","whoIsBehind":"Founding team from computer vision and sports science backgrounds","pricingTier":"freemium | consumer","notes":"Mentioned as proving strong product-market fit for accessible movement analysis from messy consumer footage. Early traction but funding size below bar; included due to emerging importance in closing the gap between professional tracking and consumer accessibility.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:28:12.885Z","viewCount":4,"createdAt":"2026-05-30T14:28:12.885Z","updatedAt":"2026-05-30T14:28:12.885Z"},{"id":949,"slug":"playvision","name":"PlayVision","website":"https://withplayvision.ai","hqLocation":"Berkeley, USA","foundedYear":2023,"category":["data-analytics","video-generation"],"description":"AI computer vision platform for automated basketball film analysis and recruitment intelligence. Teams upload practices/games; AI automatically tags and analyzes with 40+ metrics from tracking and play-by-play data.","fundingTotal":"$3M+ estimated","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~5-8 estimated","status":"active","tier":"master-list","whoIsBehind":"Anish Rapp (CEO, ex-Cal scout), Marc Spector (CTO, AI researcher ex-Mayo Clinic)","pricingTier":"enterprise","notes":"Y Combinator-backed. Live for 2025-2026 season; partnerships with SEC, BIG 10, BIG EAST teams. Early-stage but addressing core pain point in college/pro basketball scouting with differentiated computer vision model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:28:12.976Z","viewCount":4,"createdAt":"2026-05-30T14:28:12.976Z","updatedAt":"2026-05-30T14:28:12.976Z"},{"id":543,"slug":"rime","name":"Rime","website":"https://rime.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["voice-audio-music"],"description":"Rime develops ultra-realistic text-to-speech and speech synthesis models for enterprise applications. The company builds its proprietary Arcana and Mist models trained on a massive dataset of conversational speech, enabling natural voices with emotional expressiveness, laughter, breathing patterns, and code-switching capabilities that power tens of millions of conversations monthly across customer support, healthcare, and food service sectors.","fundingTotal":"$8.59M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~20","status":"active","tier":"master-list","whoIsBehind":"Lily Clifford (Stanford NLP PhD dropout, CEO), Brooke Larson (PhD linguist, ex-Amazon Alexa), Ares Geovanos (Stanford engineer)","pricingTier":"api","notes":"<cite index=\"37-11,37-12\">Rime raised a $5.5 million seed round led by Unusual Ventures in May 2025, with their Arcana model producing natural laughs, sighs, and breathing patterns.</cite> <cite index=\"37-16,37-17\">Rime now powers 100 million+ phone conversations monthly, with enterprise customers including Domino's and Wingstop, with differentiation coming from a proprietary dataset of real conversations with everyday people.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.121Z","viewCount":5,"createdAt":"2026-05-28T15:11:16.121Z","updatedAt":"2026-05-28T15:11:16.121Z"},{"id":950,"slug":"sportsvisio","name":"SportsVisio","website":"https://sportsvisio.io","hqLocation":"USA","foundedYear":2023,"category":["data-analytics","video-generation"],"description":"AI-powered sports statistics and video analysis platform. Uses computer vision to extract structured data and insights from sports footage for performance analysis and recruitment.","fundingTotal":"$2M+ seed","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~8-12 estimated","status":"active","tier":"master-list","whoIsBehind":"Venture-backed by climate/deep tech investors","pricingTier":"enterprise","notes":"Seed round 2024 (cited by LUX Capital as portfolio company). Demonstrates investor appetite for accessible AI-powered sports video analysis beyond Veo/Pixellot incumbents. Below $15M bar but growing signal.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:28:13.065Z","viewCount":4,"createdAt":"2026-05-30T14:28:13.065Z","updatedAt":"2026-05-30T14:28:13.065Z"},{"id":957,"slug":"lamini","name":"Lamini","website":"https://www.lamini.ai","hqLocation":"Palo Alto, USA","foundedYear":2022,"category":["ai-infrastructure"],"description":"Enterprise platform for building, fine-tuning, and deploying custom large language models on proprietary data. Specializes in on-premises and hybrid deployment with 'Memory Tuning' for hallucination reduction and scalability to 1000+ GPUs.","fundingTotal":"$25M","latestValuation":"undisclosed","revenueArr":null,"profitabilityStatus":null,"headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Sharon Zhou (CEO), Greg Diamos (CTO), with backing from Andrew Ng, Andrej Karpathy, AMD Ventures","pricingTier":"enterprise","notes":"Series A closed May 2024 at $25M from Amplify Partners and First Round Capital. Shipped LLM Photographic Memory Evaluation Suite, multi-node training, parameter-efficient fine-tuning, and partnerships with AMD, Databricks, Snowflake.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:30:45.899Z","viewCount":3,"createdAt":"2026-05-30T14:30:45.899Z","updatedAt":"2026-05-30T14:30:45.899Z"},{"id":953,"slug":"vori","name":"Vori","website":"https://www.getvori.com","hqLocation":"San Francisco, California, USA","foundedYear":2020,"category":["enterprise-agents","ai-infrastructure","productivity-workflow"],"description":"AI operating system for independent grocery stores that automates back-office functions including payment processing, inventory tracking, supplier invoice reading, shelf pricing, purchase orders, and predictive reordering. Designed to help small and mid-sized grocers compete with Walmart and Amazon by digitizing paper-based, legacy workflows.","fundingTotal":"$32M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Brandon Hill (CEO, 3rd-generation grocer with family roots in Oklahoma grocery)","pricingTier":"enterprise","notes":"Raised $22M Series B (May 2026, led by Cherryrock Capital/former TaskRabbit CEO Stacy Brown-Philpot, plus Greylock & The Factory). Prior $10M Series A in 2022. Customers include independent and small-chain grocers processing $100K+ daily sales per location. Expected 7x growth in 2026 and 2027.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:15.406Z","viewCount":4,"createdAt":"2026-05-30T14:29:15.406Z","updatedAt":"2026-05-30T14:29:15.406Z"},{"id":1005,"slug":"endel","name":"Endel","website":"https://endel.io","hqLocation":"Berlin, Germany","foundedYear":2018,"category":["voice-audio-music"],"description":"Generative AI wellness soundscape platform that creates personalized, adaptive audio for focus, relaxation, and sleep based on real-time environmental inputs (weather, heart rate, time of day). Signed distribution deals with Warner Music Group and Universal Music Group; first algorithm to release music on a major label.","fundingTotal":"$15M+","latestValuation":"not publicly disclosed","revenueArr":"~$2-3M (estimated from 4M users)","profitabilityStatus":"likely path to profitability via subscription + licensing","headcount":"50-70 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Oleg Stavitsky (CEO, co-founder); collective of developers and artists","pricingTier":"freemium + enterprise","notes":"2023-2025: Major partnerships with Amazon Music, UMG, Warner's Spinnin' Records. 50-album deal with Spinnin' (Oct 2023) is largest project to date. Patented real-time generation engine (Pacific®).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:41:43.938Z","viewCount":3,"createdAt":"2026-05-30T14:41:43.938Z","updatedAt":"2026-05-30T14:41:43.938Z"},{"id":469,"slug":"retool","name":"Retool","website":"https://retool.com","hqLocation":"San Francisco, USA","foundedYear":2017,"category":["productivity-workflow","enterprise-agents","coding-dev-tools"],"description":"Retool is a low-code platform for rapidly building custom internal tools like admin panels, dashboards, and workflows without extensive coding. The platform combines drag-and-drop UI components with direct database/API integration and now includes AI-powered app generation, vector store integration, and workflow automation.","fundingTotal":"$150M+","latestValuation":"$3.2B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"David Hsu (CEO & Co-founder)","pricingTier":"freemium | enterprise","notes":"2024-2026: Major AI integration including AppGen for natural language app building, Retool Vectors (vector database), AI-assisted SQL/JS generation; expanded to external apps feature; used by Amazon, OpenAI, Pinterest, Snowflake","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:34:49.110Z","viewCount":9,"createdAt":"2026-05-24T02:34:49.110Z","updatedAt":"2026-05-24T02:34:49.110Z"},{"id":978,"slug":"fluidstack","name":"FluidStack","website":"https://fluidstack.io","hqLocation":"London, United Kingdom","foundedYear":2023,"category":["ai-infrastructure"],"description":"GPU compute infrastructure provider offering on-demand access to bare-metal H100/H200 GPU clusters for AI training and inference. Focuses on efficient repurposing of existing energy infrastructure for AI workloads across Europe.","fundingTotal":"$200M","latestValuation":"$~7B (target)","revenueArr":"~$50-100M run-rate","profitabilityStatus":"Growth-stage","headcount":"~40-50","status":"active","tier":"master-list","whoIsBehind":"Victor Riparbelli, Steffen Tjerrild, Prof. team","pricingTier":"api","notes":"Secured $200M Series A in Feb 2025 led by Cacti. Eyeing $700M raise at $7B valuation. Addresses critical EU shortage of sovereign AI compute outside US hyperscalers.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:35:51.128Z","viewCount":3,"createdAt":"2026-05-30T14:35:51.128Z","updatedAt":"2026-05-30T14:35:51.128Z"},{"id":956,"slug":"humble-robotics","name":"Humble Robotics","website":"https://humblerob.com","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["robotics-physical"],"description":"Fully electric autonomous freight vehicle platform. Develops the Humble Hauler, a cabless self-driving platform designed for 40-foot and 53-foot shipping containers operating dock-to-dock for autonomous freight logistics.","fundingTotal":"$24M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30+","status":"active","tier":"master-list","whoIsBehind":"Sam Cohen (CEO, co-founder of Otto, SparkAI seller to John Deere, Waabi hardware lead)","pricingTier":"enterprise","notes":"Emerged from stealth April 2026 with $24M seed round led by Eclipse. Full autonomous freight vehicle with no cab, designed for dock-to-dock operation unloading at destination. Team from Tesla, Waymo, Cruise, Apple, Uber.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:46.460Z","viewCount":3,"createdAt":"2026-05-30T14:29:46.460Z","updatedAt":"2026-05-30T14:29:46.460Z"},{"id":983,"slug":"luxury-presence","name":"Luxury Presence","website":"https://luxurypresence.com","hqLocation":"Austin, Texas, United States","foundedYear":2016,"category":["writing-content","sales-crm"],"description":"AI-powered marketing platform for high-end real estate agents, automating website creation, SEO, paid ads, and lead nurturing. New Presence CRM predicts market entry using behavioral signals and life events to uncover hidden deal opportunities.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Malte Kramer (CEO); Jade Mills (strategic advisor, $9B+ sales career); Bessemer Venture Partners (Series C lead, Jan 2026)","pricingTier":"enterprise","notes":"Series C ($22M) closed Jan 2026 led by Bessemer. Presence CRM launching Feb 2026. Analyzes 100M+ behavioral signals for predictive lead generation. Works with top luxury brokers and teams.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:37:30.621Z","viewCount":3,"createdAt":"2026-05-30T14:37:30.621Z","updatedAt":"2026-05-30T14:37:30.621Z"},{"id":979,"slug":"trace","name":"Trace","website":"https://trace.run","hqLocation":"London, United Kingdom","foundedYear":2025,"category":["enterprise-agents"],"description":"Enterprise AI agent orchestration platform that builds knowledge graphs from company tools and systems, then automatically routes tasks between AI agents and humans. Focuses on solving the agent adoption and coordination problem in enterprises.","fundingTotal":"$3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue","headcount":"~8-12","status":"active","tier":"master-list","whoIsBehind":"Tim Cherkasov (CEO), Artur Romanov (CTO)","pricingTier":"enterprise","notes":"Raised $3M seed in Feb 2026 from Y Combinator, Zeno Ventures, Goodwater Capital. Novel context-engineering approach to enterprise agentic AI. Launched post-launch with strong early traction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:35:51.387Z","viewCount":3,"createdAt":"2026-05-30T14:35:51.387Z","updatedAt":"2026-05-30T14:35:51.387Z"},{"id":982,"slug":"orbital","name":"Orbital","website":"https://www.orbitaltech.ai","hqLocation":"London/New York (dual HQ), United Kingdom/United States","foundedYear":2018,"category":["legal-finance","data-analytics"],"description":"AI platform automating real estate legal work, combining spatial visualization, mapping, and legal-domain AI to accelerate transactions and document review. Handles hundreds of interdependent records, deeds, and title abstractions.","fundingTotal":"$75M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Will Pearce, Ed Boulle (cofounders); Brighton Park Capital (lead Series B); RELX/LexisNexis (REV fund); JLL Spark","pricingTier":"enterprise","notes":"Series B ($60M) closed Jan 2026. Supports 200K+ transactions annually (US & UK). Customers include AM Law 100, Magic Circle firms, REITs. Addresses $20T+ real estate transaction market with proprietary spatial AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:37:30.362Z","viewCount":6,"createdAt":"2026-05-30T14:37:30.362Z","updatedAt":"2026-05-30T14:37:30.362Z"},{"id":633,"slug":"reply-io","name":"Reply.io","website":"https://reply.io","hqLocation":"San Jose, United States","foundedYear":2014,"category":["sales-crm","enterprise-agents"],"description":"AI-powered sales engagement platform automating multichannel outreach (email, LinkedIn, SMS, WhatsApp, calls) with Jason AI SDR agent for autonomous prospect prospecting, personalization, and meeting booking. Built for B2B teams and agencies to scale cold email and sales development at enterprise scale.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"50-200","status":"active","tier":"master-list","whoIsBehind":"Oleg Campbell (Founder & CEO)","pricingTier":"enterprise","notes":"Launched Jason AI SDR agent in 2024 for fully automated outbound. Serves thousands of B2B customers globally with hybrid pricing model ($49-999/month per user + enterprise AI SDR plans).","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:32:04.272Z","viewCount":5,"createdAt":"2026-05-28T15:32:04.272Z","updatedAt":"2026-05-28T15:32:04.272Z"},{"id":981,"slug":"indico-data","name":"Indico Data","website":"https://www.indicodata.ai","hqLocation":"Boston, United States","foundedYear":2016,"category":["legal-finance"],"description":"Agentic AI platform that automates complex insurance operations by transforming unstructured data into actionable insights. Specializes in submission ingestion, claims processing, and policy servicing across underwriting, claims triage, and operations workflows.","fundingTotal":"$38M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Tom Wilde (CEO)","pricingTier":"enterprise","notes":"Closed $19M funding round in June 2024 with strategic investment from Guidewire. Received additional strategic investment from Aviva Ventures in October 2025. Trusted by leading carriers across North America and London Market. Supports 900+ document types and 70+ languages.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:36:57.097Z","viewCount":5,"createdAt":"2026-05-30T14:36:57.097Z","updatedAt":"2026-05-30T14:36:57.097Z"},{"id":962,"slug":"rodin-ai-hyper3d-deemos","name":"Rodin AI (Hyper3D / Deemos)","website":"https://rodin.deemos.ai","hqLocation":"Unknown","foundedYear":2021,"category":["image-generation","design-creative","3d-generation"],"description":"Hyper-realistic 3D asset generation platform powered by Rodin AI, backed by ByteDance. Specializes in photorealistic character generation with ChatAvatar for face/avatar creation. Produces high-fidelity PBR meshes for film, advertising, and metaverse applications.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Deemos (parent company); Rodin AI technology backed by ByteDance advanced AI research","pricingTier":"freemium","notes":"Continuous version releases (Gen-1.5 current as of early 2026). Shipped Rodin Gen-2 with 10 billion parameter architecture. Widely cited as quality leader for character/avatar generation. Novel 'pay-by-result' pricing model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:32:48.641Z","viewCount":5,"createdAt":"2026-05-30T14:32:48.641Z","updatedAt":"2026-05-30T14:32:48.641Z"},{"id":596,"slug":"celero-communications","name":"Celero Communications","website":"https://celerocommunications.com","hqLocation":"Irvine, California, United States","foundedYear":2024,"category":["hardware-devices","ai-infrastructure"],"description":"Celero Communications develops coherent DSP (Digital Signal Processing) platforms for high-bandwidth, low-power optical connectivity in AI data centers. The company enables AI systems to scale across accelerator clusters and cloud data center connections.","fundingTotal":"$140M","latestValuation":"~$500M+ (estimated)","revenueArr":null,"profitabilityStatus":"pre-revenue","headcount":"~30-50","status":"active","tier":"master-list","whoIsBehind":"Founded in 2024; Series B: $100M (Q4 2025) led by Alphabet CapitalG; earlier rounds from Sutter Hill, Valor, Atreides, Maverick Silicon","pricingTier":"enterprise","notes":"Series B: $100M (Q4 2025) led by Alphabet CapitalG. Total raised $140M since 2024. Focus on optical interconnect for scale-out AI clusters. CapitalG backing signals major tech validation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:22:56.112Z","viewCount":5,"createdAt":"2026-05-28T15:22:56.112Z","updatedAt":"2026-05-28T15:22:56.112Z"},{"id":958,"slug":"kili-technology","name":"Kili Technology","website":"https://www.kili-technology.com","hqLocation":"Paris, France","foundedYear":2018,"category":["data-labeling"],"description":"Collaborative data annotation platform combining image, video, text, audio, and OCR labeling with AI-assisted automation, data curation, and DataOps workflows. Provides both self-service tooling and managed expert labeling services for enterprise AI projects.","fundingTotal":"$31.9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Frédérique Segond and others; backed by Molten Ventures, Earlybird","pricingTier":"enterprise","notes":"Ranked #13 on G2 (4.7/5 rating). Raised $31.9M total funding with most recent grant activity (2022). Emphasizes 'big data to good data' transition and provides managed expert labeling workforce.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:31:17.130Z","viewCount":5,"createdAt":"2026-05-30T14:31:17.130Z","updatedAt":"2026-05-30T14:31:17.130Z"},{"id":963,"slug":"retrieva","name":"Retrieva","website":"https://retrieva.jp","hqLocation":"Tokyo, Japan","foundedYear":2016,"category":["foundation-models","coding-dev-tools","data-analytics"],"description":"Retrieva develops Japanese-focused natural language processing AI systems for research, information organization, and analysis. Products include Yoshina (text analysis) and Tsunade (internal document search). The company provides speech recognition, bioinformatics, and call center support solutions.","fundingTotal":"~$30M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Takuya Taguchi (CEO as of Aug 2024)","pricingTier":"enterprise","notes":"Raised venture funding from Ryoyo Electro Corporation in October 2025. Positions itself as specialized NLP provider for Japanese language and document intelligence use cases.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:33:09.154Z","viewCount":4,"createdAt":"2026-05-30T14:33:09.154Z","updatedAt":"2026-05-30T14:33:09.154Z"},{"id":959,"slug":"mostly-ai","name":"MOSTLY AI","website":"https://www.mostly.ai","hqLocation":"Vienna, Austria","foundedYear":2016,"category":["synthetic-data-generation"],"description":"Enterprise synthetic data generation platform creating privacy-safe, statistically accurate tabular data for testing, analytics, and ML training. Specializes in bias-combating fair synthetic data and regulatory compliance (GDPR-compliant generation).","fundingTotal":"$25M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded and led by Alexander Viktorin; backed by Molten Ventures and others","pricingTier":"enterprise","notes":"Series B raised $25M (Jan 2022, Molten Ventures). DHS S&T awarded contract (2024) for synthetic data generation. Platform includes fairness-aware data generation and GDPR compliance capabilities.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:31:17.384Z","viewCount":1,"createdAt":"2026-05-30T14:31:17.384Z","updatedAt":"2026-05-30T14:31:17.384Z"},{"id":964,"slug":"inspur-group","name":"Inspur Group","website":"https://www.inspur.com/en/","hqLocation":"Jinan, Shandong, China","foundedYear":1983,"category":["ai-infrastructure","enterprise-agents"],"description":"<cite index=\"13-1\">Inspur Group is an information technology conglomerate focusing on cloud computing, big data, key application hosts, servers, storage, artificial intelligence and ERP.</cite> <cite index=\"15-22\">Dell leads AI server market share at 20% in 2024, followed by HPE (15%), Inspur (12%), Lenovo (11%), and Supermicro (9%).</cite>","fundingTotal":"Public (SSE, SZSE, SEHK listed)","latestValuation":"$15B+ (est. 2025)","revenueArr":"~$16B+ (2024 group revenue)","profitabilityStatus":"Profitable; cloud revenue RMB 2.76B in 2024 (+38.1% YoY)","headcount":"5,800+","status":"active","tier":"master-list","whoIsBehind":"Peng Zhen (Chairman)","pricingTier":"enterprise","notes":"<cite index=\"14-4,14-5\">Cloud services revenue reached RMB 2.76 billion in 2024 up 38.1% from 2023; in H1 2025 cloud revenue hit RMB 1.27 billion, up 30% year-over-year.</cite> <cite index=\"14-6\">Inspur released GPU-accelerated servers like the NF5488A5 in 2021, earning the Server Solution of the Year award.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:33:43.840Z","viewCount":4,"createdAt":"2026-05-30T14:33:43.840Z","updatedAt":"2026-05-30T14:33:43.840Z"},{"id":961,"slug":"mirage-formerly-captions","name":"Mirage (formerly Captions)","website":"https://mirage.ai","hqLocation":"San Francisco, United States","foundedYear":2021,"category":["video-generation","video-editing"],"description":"AI research lab and video editing platform. Develops foundational models for short-form video with proprietary pacing/framing models. Offers Captions mobile app (20M+ users) and Mirage Studio for enterprise video generation.","fundingTotal":"$175M","latestValuation":"$500M","revenueArr":"~$28M","profitabilityStatus":"positive","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gaurav Misra (CEO/co-founder)","pricingTier":"freemium","notes":"Rebranded Sept 2025 from Captions; $75M growth round (Mar 2026) from General Catalyst CVF; 250M+ videos created; developing 'assembly intelligence' and accent-preserving audio model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:32:26.871Z","viewCount":3,"createdAt":"2026-05-30T14:32:26.871Z","updatedAt":"2026-05-30T14:32:26.871Z"},{"id":960,"slug":"dataloop","name":"Dataloop","website":"https://www.dataloop.ai","hqLocation":"Herzliya, Israel","foundedYear":2017,"category":["data-labeling"],"description":"End-to-end AI development platform covering annotation (image, video, LiDAR), data QA/verification, workforce and project management, and generative AI model building. Combines data labeling tools with production ML pipeline management and automation for computer vision.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2017; backed by multiple VC rounds","pricingTier":"enterprise","notes":"Estimated $50M+ total funding. Offers comprehensive end-to-end platform integrating annotation, QA, workforce management, and GenAI model development for enterprise computer vision pipelines.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:31:17.470Z","viewCount":3,"createdAt":"2026-05-30T14:31:17.470Z","updatedAt":"2026-05-30T14:31:17.470Z"},{"id":971,"slug":"brandlight","name":"Brandlight","website":"https://www.brandlight.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2024,"category":["ai-search","writing-content","data-analytics"],"description":"Platform enabling brands to manage visibility and representation within generative AI engines (ChatGPT, Gemini, Claude). Helps companies monitor brand mentions and optimize presence in LLM responses, positioning itself as 'SEO for the AI era.'","fundingTotal":"$36M","latestValuation":"Pre-unicorn (~$300M estimated)","revenueArr":"Tens of millions projected for 2026","profitabilityStatus":"Not disclosed; rapid path to profitability signaled","headcount":"35 employees across Israel and US","status":"active","tier":"master-list","whoIsBehind":"Imri Marcus (CEO), Uri Gafni (COO), Didi Dvash (CTO)","pricingTier":"enterprise","notes":"Raised $30M Series A in Feb 2026; projects unicorn status by early 2027. Already serves 100+ global brands including Fortune 500 firms (Kimberly-Clark, Estée Lauder). Named to Calcalist Top 50 Most Promising for 2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:54.980Z","viewCount":4,"createdAt":"2026-05-30T14:34:54.980Z","updatedAt":"2026-05-30T14:34:54.980Z"},{"id":972,"slug":"converge-bio","name":"Converge Bio","website":"https://www.convergebio.ai","hqLocation":"Jerusalem, Israel","foundedYear":2024,"category":["healthcare","foundation-models","ai-infrastructure"],"description":"Generative AI platform accelerating drug discovery and development by automating target identification, antibody design, and protein optimization. Works across oncology, autoimmune, and neurodegenerative research.","fundingTotal":"$30M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Not disclosed; cash-efficient model","headcount":"34 employees","status":"active","tier":"master-list","whoIsBehind":"Dov Gertz (CEO), Oded Kalev (CTO), Iddo Wiener (CSO) – all TAU honors program alumni","pricingTier":"enterprise","notes":"Raised $25M Series A in Jan 2026 (Bessemer-led, backed by OpenAI, Meta, Wiz executives). Works with 12+ pharma companies on 40+ drug programs. Received $2.5M Bill & Melinda Gates Foundation grant.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:55.238Z","viewCount":4,"createdAt":"2026-05-30T14:34:55.238Z","updatedAt":"2026-05-30T14:34:55.238Z"},{"id":969,"slug":"lelapa-ai","name":"Lelapa AI","website":"https://www.lelapa.ai","hqLocation":"Johannesburg, South Africa","foundedYear":null,"category":["foundation-models"],"description":"AI language model builder focused on African languages including Swahili, Yoruba, IsiXhosa, Hausa, IsiZulu with 350M+ speakers. Develops region-specific models for greater linguistic accuracy and cultural relevance.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Nour Taher, Omar Mansour","pricingTier":"api","notes":"Uses Cerebrium for infrastructure. Part of Africa's wave of foundational AI builders addressing language representation gap. Infrastructure co-dependency suggests strong technical partnership.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:23.648Z","viewCount":4,"createdAt":"2026-05-30T14:34:23.648Z","updatedAt":"2026-05-30T14:34:23.648Z"},{"id":973,"slug":"vega","name":"Vega","website":"https://www.vega.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2024,"category":["enterprise-agents","defense-government","data-analytics"],"description":"AI-powered cybersecurity platform that identifies and investigates threats in real-time within organizational storage environments without exfiltrating data. Founded by Unit 8200 and Granulate alumni; backed by top-tier cyber investors.","fundingTotal":"$185M+","latestValuation":"$700M (Series B)","revenueArr":null,"profitabilityStatus":"Not disclosed","headcount":"100 across Tel Aviv and New York","status":"active","tier":"master-list","whoIsBehind":"Shay Sandler and Eli Rozen, both Unit 8200 graduates and early Granulate employees (Intel-acquired)","pricingTier":"enterprise","notes":"Raised $120M Series B (late 2025) at $700M valuation. Deployment in minutes rather than months. Already positioned for rapid unicorn milestone.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:55.325Z","viewCount":6,"createdAt":"2026-05-30T14:34:55.325Z","updatedAt":"2026-05-30T14:34:55.325Z"},{"id":283,"slug":"rasa","name":"Rasa","website":"https://rasa.com","hqLocation":"San Francisco, United States","foundedYear":2016,"category":["chatbots-assistants","enterprise-agents"],"description":"Enterprise conversational AI platform combining large language models with business logic control. Rasa provides low-code/no-code tools for building and deploying chatbots and voice agents for customer service, with CALM (Conversational AI with Language Models) framework designed for high-trust enterprise environments.","fundingTotal":"$70M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Melissa Gordon (CEO), Alan Nichol (CTO)","pricingTier":"freemium | enterprise","notes":"Series C Feb 2024 ($30M) led by StepStone Group and PayPal Ventures. Customers include 2 of world's top 3 banks, American Express, Deutsche Telekom. Open-source downloaded 50M+ times. ARR roughly doubled in 2023.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:58:09.449Z","viewCount":8,"createdAt":"2026-05-24T01:58:09.449Z","updatedAt":"2026-05-24T01:58:09.449Z"},{"id":967,"slug":"intella","name":"Intella","website":"https://www.intella.ai","hqLocation":"Cairo, Egypt","foundedYear":null,"category":["foundation-models","voice-audio-music"],"description":"Arabic speech-recognition and analytics platform specializing in dialect transcription (Egyptian, Gulf, Levantine). Trains models on regional audio from call centres and media archives. Offers real-time transcription, sentiment/intent analysis, voicebots, and agent-assist via APIs.","fundingTotal":"$16.9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Michael Louis, Jonathan Irwin (appears shared with Cerebrium context; exact Intella founders need clarification)","pricingTier":"api","notes":"Raised $12.5M Series A (2024) backed by Prosus, Wa'ed Ventures, and Hala Ventures. Critical for MENA region voice AI—400M Arabic speakers systematically underserved by English-first tools. Enterprise customer base.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:23.309Z","viewCount":4,"createdAt":"2026-05-30T14:34:23.309Z","updatedAt":"2026-05-30T14:34:23.309Z"},{"id":968,"slug":"infinilink","name":"InfiniLink","website":null,"hqLocation":"Cairo, Egypt","foundedYear":2022,"category":["ai-infrastructure","hardware-devices"],"description":"Silicon-photonics semiconductor startup building chiplets and high-speed optical serializers for AI data centres. Uses light instead of copper to move data between chips, delivering high bandwidth with lower power consumption.","fundingTotal":"$10M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Hisham Haddara, Bassam Saadany, Ayman Ahmed","pricingTier":"b2b","notes":"Raised $10M seed (2025) led by MediaTek with Sukna Ventures. Acquired by GlobalFoundries (US fab) in November 2025 at ~4x return. Flagbearer of Africa's emerging fabless semiconductor ecosystem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:23.566Z","viewCount":4,"createdAt":"2026-05-30T14:34:23.566Z","updatedAt":"2026-05-30T14:34:23.566Z"},{"id":970,"slug":"botlhale-ai","name":"Botlhale AI","website":"https://www.botlhale.ai","hqLocation":"South Africa","foundedYear":null,"category":["foundation-models","voice-audio-music"],"description":"Speech and language model builder for Southern Africa specializing in understanding code-switching, slang, and colloquial speech. Offers contact-centre AI stack (transcription, intent detection, routing, analytics) via APIs for banking/telecom.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ahmed Mahmoud, Mahmoud Gomaa","pricingTier":"api","notes":"Layer 1 (model training) + Layer 2 (platform). Provides plug-and-play African-language customer experience tools avoiding dependency on Western speech systems. Enterprise customers in banking and telecom.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:23.740Z","viewCount":4,"createdAt":"2026-05-30T14:34:23.740Z","updatedAt":"2026-05-30T14:34:23.740Z"},{"id":974,"slug":"solid","name":"Solid","website":"https://www.solid.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2024,"category":["enterprise-agents","data-analytics"],"description":"Enterprise data accessibility platform enabling employees to ask questions of large historical datasets and receive reliable answers within seconds via natural language. Serves healthcare, financial services, and other data-heavy industries.","fundingTotal":"$20M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Not disclosed","headcount":"Not disclosed","status":"active","tier":"master-list","whoIsBehind":"Din Leitersdorf (CEO), Tal Segalov (CTO), both Unit 8200 veterans and data specialists","pricingTier":"enterprise","notes":"Raised $20M led by Team8 and SignalFire in Feb 2026. Founded by serial entrepreneurs with pedigree; previous founder (Leitersdorf at Indeni) sold to Cisco in 2023.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:55.414Z","viewCount":6,"createdAt":"2026-05-30T14:34:55.414Z","updatedAt":"2026-05-30T14:34:55.414Z"},{"id":954,"slug":"afresh","name":"Afresh","website":"https://www.afresh.com","hqLocation":"San Francisco, California, USA","foundedYear":2017,"category":["data-analytics","enterprise-agents","ai-infrastructure"],"description":"AI platform for grocery retailers that optimizes fresh food replenishment, reduces waste, and improves margins through predictive ordering and inventory optimization. Uses computer vision and ML to forecast demand, manage perishable inventory across multiple departments, and minimize shrink. Addresses the $10T global grocery industry's critical challenge of food waste and markdown optimization.","fundingTotal":"$115M+ (includes April 2026 Series funding)","latestValuation":null,"revenueArr":"~$70M+ run-rate (70% YoY growth in 2025)","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2017 with mission to eliminate food waste and make fresh food accessible to all","pricingTier":"enterprise","notes":"Raised $34M in April 2026 (co-led by Just Climate/Generation Investment Management & High Sage Ventures). Live in 12,500+ departments across 40 states partnering with Albertsons, Meijer, Wakefern. Customers report up to 25% shrink reduction, 3% sales lift, 7% inventory turn improvement. 70% YoY revenue growth in 2025; 60% of lifetime order volume in last 12 months.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:15.492Z","viewCount":4,"createdAt":"2026-05-30T14:29:15.492Z","updatedAt":"2026-05-30T14:29:15.492Z"},{"id":607,"slug":"iflytek","name":"iFlytek","website":"https://www.iflytek.com","hqLocation":"Hefei, China","foundedYear":1999,"category":["voice-audio-music","foundation-models","healthcare","enterprise-agents","productivity-workflow"],"description":"<cite index=\"37-24,37-25\">iFlytek is a partially state-owned Chinese information technology company established in 1999. It creates voice recognition software and 10+ voice-based internet/mobile products covering education, communication, music, intelligent toys industries.</cite> The company has pivoted into large language models (iFlytek Spark/Xinghuo) and multimodal agents, with widespread deployment in healthcare diagnostics, education, and smart devices.","fundingTotal":"Public company (listed Shenzhen Stock Exchange); ~$51.2M five-year international investment plan (2024)","latestValuation":"Market cap varies; substantial public enterprise","revenueArr":"Undisclosed; multi-billion yuan revenue at enterprise scale","profitabilityStatus":"Profitable public company","headcount":"3,000+","status":"active","tier":"master-list","whoIsBehind":"Liu Qingfeng (founder/chairman); State-owned China Mobile major shareholder; backed by state guidance funds","pricingTier":"enterprise, api, freemium","notes":"<cite index=\"37-13,37-18,37-19,37-20\">In April 2025, iFlytek released Xinghuo X1, a large language model worked on by both iFlytek and Huawei. The Xinghuo large language model is a large language model developed by iFlytek in 2024 that solely relies on Huawei's computing platform due to US restrictions on advanced AI chips. According to its chairman Liu Qingfeng, they managed to raise the efficiency of Huawei's Ascend 910B AI chip from 20% to nearly 80% of Nvidia's capabilities.</cite> <cite index=\"38-1,38-2\">The iFLYTEK Open Platform delivers over 50 million AI services daily to the visually and hearing impaired community, empowering developers to create 29,000 accessibility applications.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.776Z","viewCount":6,"createdAt":"2026-05-28T15:25:31.776Z","updatedAt":"2026-05-28T15:25:31.776Z"},{"id":980,"slug":"motor-ai","name":"MOTOR Ai","website":"https://www.motor-ai.com","hqLocation":"Berlin, Germany","foundedYear":2017,"category":["robotics-physical","defense-government"],"description":"Develops neuroscience-inspired Level 4 autonomous driving software based on cognitive architecture for certified autonomous mobility on public roads. Systems built to meet European regulatory standards including AFGBV and ISO 26262 (ASIL-D).","fundingTotal":"~€17.1M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~30-50","status":"active","tier":"master-list","whoIsBehind":"Roy Uhlmann (CEO, co-founder), Adam Bahlke (CTO, co-founder)","pricingTier":"b2b-government","notes":"July 2025 seed round led by Segenia Capital and eCAPITAL. Autonomous bus deployments planned for early 2026 in Mecklenburg-Vorpommern and Lower Saxony. Built entirely in-house at Berlin location with focus on regulatory compliance and explainability.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:36:13.775Z","viewCount":6,"createdAt":"2026-05-30T14:36:13.775Z","updatedAt":"2026-05-30T14:36:13.775Z"},{"id":996,"slug":"talon-cyber-security","name":"Talon Cyber Security","website":"https://talon.run","hqLocation":"Tel Aviv, Israel","foundedYear":2021,"category":["ai-infrastructure"],"description":"Zero-trust enterprise browser and secure workspace using AI for threat detection and workforce security. Acquired by Palo Alto Networks in 2023 for protecting distributed workforce with AI-driven access controls.","fundingTotal":"$143M","latestValuation":"$435M","revenueArr":"~$9.6M","profitabilityStatus":null,"headcount":"143","status":"acquired","tier":"master-list","whoIsBehind":"Ofer Ben-Noon (Co-founder/CEO), Ohad Bobrov (Co-founder/CTO)","pricingTier":"enterprise","notes":"Series A $100M Aug 2022; acquired by Palo Alto Networks Nov 2023; used AI for isolation-based threat detection in browser-level security.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:18.680Z","viewCount":3,"createdAt":"2026-05-30T14:40:18.680Z","updatedAt":"2026-05-30T14:40:18.680Z"},{"id":995,"slug":"obsidian-security","name":"Obsidian Security","website":"https://obsidiansecurity.com","hqLocation":"Newport Beach, USA","foundedYear":2017,"category":["ai-infrastructure"],"description":"SaaS security platform specializing in threat detection, posture management, and identity-based security across business applications. Recently launched AI Agent Security solution for securing AI agents accessing enterprise data.","fundingTotal":"$120M","latestValuation":null,"revenueArr":"~$9M","profitabilityStatus":null,"headcount":"261","status":"active","tier":"master-list","whoIsBehind":"Hasan Imam (CEO), Glenn Chisholm, Ben Johnson, Matt Wolff (Co-founders)","pricingTier":"enterprise","notes":"Series C $90M closed April 2022; recognized in Deloitte Tech Fast 500 with ~1000% growth 2021-2024; Q3 2025 launched AI Agent Security for securing AI agents in SaaS.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:18.593Z","viewCount":3,"createdAt":"2026-05-30T14:40:18.593Z","updatedAt":"2026-05-30T14:40:18.593Z"},{"id":994,"slug":"fortanix","name":"Fortanix","website":"https://fortanix.com","hqLocation":"Santa Clara, USA","foundedYear":2016,"category":["ai-infrastructure"],"description":"Confidential computing and data security platform that protects sensitive data during processing using runtime encryption and cryptographic key management. Uses AI/ML for automated threat detection and response across multicloud environments.","fundingTotal":"$135M","latestValuation":null,"revenueArr":"~$25M","profitabilityStatus":null,"headcount":"248","status":"active","tier":"master-list","whoIsBehind":"Ambuj Kumar (Co-founder/CEO), Anand Kashyap (Co-founder)","pricingTier":"enterprise","notes":"2024 revenue: $24.9M; Q3 2024 partnership with TELUS and NVIDIA for Confidential AI; launched Data Security Manager with quantum-safe cryptography support (Nov 2024).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:18.333Z","viewCount":3,"createdAt":"2026-05-30T14:40:18.333Z","updatedAt":"2026-05-30T14:40:18.333Z"},{"id":548,"slug":"respeecher","name":"Respeecher","website":"https://respeecher.com","hqLocation":"Kyiv, Ukraine","foundedYear":2017,"category":["voice-audio-music"],"description":"Respeecher provides professional AI voice synthesis and voice conversion solutions for entertainment, broadcast, and enterprise applications. The platform uses deep neural networks to transform voices while preserving emotional nuance, with a focus on consent-verified, rights-cleared voice models. Recently launched a live Text-to-Speech API with 200ms latency.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30+","status":"active","tier":"master-list","whoIsBehind":"Sound engineering and AI research team","pricingTier":"api | enterprise","notes":"<cite index=\"28-3,28-4\">Respeecher provides professional AI voice solutions for teams that need consistent quality, clear rights management, and voices that hold up in real production environments, keeping AI voice practical with natural-sounding output and results that meet the bar for broadcast, film, games, and enterprise media.</cite> <cite index=\"28-16\">Respeecher helped recreate the voices of the legendary Endurance crew for the National Geographic documentary and assisted CD PROJEKT RED in reviving voice actor Miłogost Reczek for Cyberpunk 2077.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:16.722Z","viewCount":4,"createdAt":"2026-05-28T15:11:16.722Z","updatedAt":"2026-05-28T15:11:16.722Z"},{"id":976,"slug":"groundcover","name":"Groundcover","website":"https://www.groundcover.com","hqLocation":"Tel Aviv, Israel","foundedYear":2022,"category":["ai-infrastructure","enterprise-agents"],"description":"AI-powered observability platform that monitors application performance and cloud infrastructure without storing customer data locally. Uses remote access model for superior security and cost efficiency.","fundingTotal":"Not fully disclosed (multiple Series rounds)","latestValuation":null,"revenueArr":"~$10M+ run-rate","profitabilityStatus":"Path to profitability; customer-efficient model","headcount":"Not specified","status":"active","tier":"master-list","whoIsBehind":"Israeli founding team focused on observability and cloud monitoring","pricingTier":"enterprise","notes":"Achieved $10M+ ARR in 2025 (4x previous year). Named to Calcalist Top 50 Most Promising for 2026. Customers include Apple and Akamai. Innovative remote-access architecture differentiates from competitors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:55.590Z","viewCount":4,"createdAt":"2026-05-30T14:34:55.590Z","updatedAt":"2026-05-30T14:34:55.590Z"},{"id":524,"slug":"nature-robots","name":"Nature Robots","website":"https://naturerobots.com","hqLocation":"Osnabrück, Germany","foundedYear":2022,"category":["agriculture","robotics-physical"],"description":"Spin-off of German Research Center for Artificial Intelligence (DFKI) developing modular autonomy software enabling agricultural machinery to operate autonomously across diverse farming systems including regenerative agriculture, agroforestry, and precision weeding. Platform-agnostic approach allows equipment manufacturers to add autonomous capabilities without building proprietary systems.","fundingTotal":"€6.5M+ (€2.5M EIC grant + €4M equity)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Pre-revenue (early commercialization)","headcount":"~30-40 estimated","status":"active","tier":"master-list","whoIsBehind":"Dr. Sebastian Pütz (CEO & co-founder), DFKI spin-off team, backed by Climentum Capital, Bayern Kapital, Planetary Impact Ventures, European Innovation Council","pricingTier":"enterprise","notes":"Secured €6.5M EIC Accelerator funding (Oct 2024) as 1 of 71 winners from 1,211 applicants. Named to Thrive Top 100 AI agriculture companies (2025). March 2026 €4M seed round for scaling. Laser weeding and spot-farming reduce pesticide use to minimum while addressing labor shortages.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.579Z","viewCount":5,"createdAt":"2026-05-28T15:09:03.579Z","updatedAt":"2026-05-28T15:09:03.579Z"},{"id":975,"slug":"factify","name":"Factify","website":"https://www.factify.ai","hqLocation":"Tel Aviv, Israel","foundedYear":2023,"category":["ai-infrastructure","enterprise-agents"],"description":"Smart document infrastructure platform replacing legacy PDF format with AI-native document systems designed for enterprise data management and AI agent accessibility.","fundingTotal":"$70M","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Not disclosed","headcount":"40 (30 in Israel)","status":"active","tier":"master-list","whoIsBehind":"Prof. Matan Gavish (founder), backed by John Giannandrea, Ken Moelis, Shai Wininger","pricingTier":"enterprise","notes":"Raised exceptional $73M Seed round (Clutch Capital, Valley Capital Partners, tech leaders). Aims to displace PDF as fundamental document format across enterprises.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:34:55.502Z","viewCount":4,"createdAt":"2026-05-30T14:34:55.502Z","updatedAt":"2026-05-30T14:34:55.502Z"},{"id":984,"slug":"permitflow","name":"PermitFlow","website":"https://permitflow.io","hqLocation":"New York, USA","foundedYear":2021,"category":["enterprise-agents"],"description":"<cite index=\"6-9,6-10\">PermitFlow is a contech firm that aims to streamline the permitting process via artificial intelligence, raising $54 million in a Series B funding round led by Accel, with participation from Kleiner Perkins and Felicis</cite>. <cite index=\"18-7,18-8\">Founded in 2021, PermitFlow has a proprietary set of more than 12 million permitting data points that it uses to feed AI agents to streamline automation in the permitting process, and provides a submission agent that helps contractors complete forms and file documents directly</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders not disclosed","pricingTier":"enterprise","notes":"<cite index=\"18-5,18-6\">$54M Series B in December 2025 led by Accel with Kleiner Perkins and Felicis participation</cite>. Focused on AI agents for permit automation across jurisdictions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:38:10.974Z","viewCount":3,"createdAt":"2026-05-30T14:38:10.974Z","updatedAt":"2026-05-30T14:38:10.974Z"},{"id":990,"slug":"brighthire","name":"BrightHire","website":"https://brighthire.com","hqLocation":"San Francisco, USA","foundedYear":2020,"category":["enterprise-agents"],"description":"Interview intelligence platform combining AI copilots and agents for planning, conducting, and analyzing interviews. Automates first-round screening, generates notes/highlights, delivers talent insights, and provides interviewer coaching. Powers millions of interview interactions.","fundingTotal":"$15M+","latestValuation":"~$75-100M estimated","revenueArr":"~$3-5M estimated","profitabilityStatus":"Growth-stage, not profitable","headcount":"~50-70 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders undisclosed","pricingTier":"enterprise","notes":"Interview intelligence platform with proven enterprise adoption. AI-generated notes enable 28% faster feedback. Handles compliance recording/transcription. Integrates with ATS, Slack, Teams, email. Strong market traction.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:39:29.530Z","viewCount":3,"createdAt":"2026-05-30T14:39:29.530Z","updatedAt":"2026-05-30T14:39:29.530Z"},{"id":992,"slug":"talview","name":"Talview","website":"https://www.talview.com","hqLocation":"Global (multi-regional)","foundedYear":2018,"category":["enterprise-agents"],"description":"World's first agentic AI for proctoring and interviewing with dual-camera monitoring and intelligent fraud detection. Serves regulated/high-stakes environments (finance, healthcare, aviation). Features Alvy (proctoring agent) and Ivy (interviewing agent) with 7-layer security framework.","fundingTotal":"$15M+","latestValuation":"~$75-100M estimated","revenueArr":"~$3-5M estimated","profitabilityStatus":"Growth-stage, not profitable","headcount":"~80-100 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders undisclosed","pricingTier":"enterprise","notes":"Agentic reasoning over complex behaviors with intelligent escalation. Strong compliance posture (ISO 27001, SOC 2, GDPR, CCPA). Trusted in regulated industries where credibility matters. Recent partnership/integration momentum.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:39:29.710Z","viewCount":3,"createdAt":"2026-05-30T14:39:29.710Z","updatedAt":"2026-05-30T14:39:29.710Z"},{"id":989,"slug":"tezi","name":"Tezi","website":"https://tezi.ai","hqLocation":"Menlo Park, USA","foundedYear":2024,"category":["enterprise-agents"],"description":"Fully autonomous AI recruiting agent (Max) trained by top recruiters that proactively sources, screens, schedules, and manages entire hiring workflow. Integrates with ATS, Slack, Gmail. Designed for tech/finance high-volume and niche roles.","fundingTotal":"$9M","latestValuation":"~$30-50M estimated","revenueArr":"~$0.5-1M estimated","profitabilityStatus":"Early-stage, not profitable","headcount":"~12-20 estimated","status":"active","tier":"master-list","whoIsBehind":"Raghavendra Prabhu (CEO, ex-Instacart), Jason James (co-founder, ex-Thumbtack, 40+ years combined experience)","pricingTier":"enterprise","notes":"$9M seed (July 2024) led by 8VC and Audacious Ventures. Strong founder credibility (Instacart, Thumbtack, Pinterest, Google, Microsoft, Twitter background). Represents new wave of agentic recruiting.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:39:29.442Z","viewCount":3,"createdAt":"2026-05-30T14:39:29.442Z","updatedAt":"2026-05-30T14:39:29.442Z"},{"id":991,"slug":"maki-people","name":"Maki People","website":"https://www.makipeople.com","hqLocation":"London, UK","foundedYear":2020,"category":["enterprise-agents"],"description":"AI hiring intelligence platform with multi-agent system (Mochi for screening, Shiro for skills tests, Ken for assessments) that automates candidate evaluation and reduces bias. Used by H&M, Capgemini, BNP Paribas. Reduced time-to-hire by up to 45% for clients.","fundingTotal":"$20M+","latestValuation":"~$100-150M estimated","revenueArr":"~$4-6M estimated","profitabilityStatus":"Growth-stage, not profitable","headcount":"~60-80 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders undisclosed","pricingTier":"enterprise","notes":"Proven enterprise success with major Fortune 500 adoption. Agentic multi-task approach reduces bias and saves 250,000+ recruiter hours. Strong compliance and AI Act readiness positioning.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:39:29.622Z","viewCount":3,"createdAt":"2026-05-30T14:39:29.622Z","updatedAt":"2026-05-30T14:39:29.622Z"},{"id":918,"slug":"doxel","name":"Doxel","website":"https://doxel.ai","hqLocation":"Redwood City, USA","foundedYear":2016,"category":["robotics-physical","data-analytics"],"description":"<cite index=\"46-1\">Doxel's software utilizes drones and robots for outdoor tracking and ground rovers for indoor tracking to autonomously capture three-dimensional scans of construction sites and feed data into a cloud-based dashboard</cite>. It uses AI to predict project completion dates and track real-time productivity.","fundingTotal":"$61.5M","latestValuation":"$160-240M (estimated Aug 2021)","revenueArr":"~$3.9M (2024)","profitabilityStatus":null,"headcount":"68","status":"active","tier":"master-list","whoIsBehind":"Saurabh Ladha (CEO, co-founder), Robin Singh (CTO, co-founder)","pricingTier":"enterprise","notes":"<cite index=\"53-2,53-3\">Doxel closed $40 million in Series B financing, bringing total funding to $56.5 million, led by Insight Partners with participation from Andreessen Horowitz and Amplo</cite>. <cite index=\"53-8\">Doxel has tracked tens of billions of dollars in capital expenditures for Fortune 500 companies including Kaiser Permanente and Shell Oil</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:23:13.679Z","viewCount":4,"createdAt":"2026-05-30T14:23:13.679Z","updatedAt":"2026-05-30T14:23:13.679Z"},{"id":988,"slug":"glider-ai","name":"Glider AI","website":"https://glider.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["enterprise-agents"],"description":"Conversational AI for recruiting and learning that verifies identity, validates skills, conducts interviews, and develops talent. Purpose-built for enterprises needing fraud-proof, structured hiring at scale with anti-cheating detection and AI proctoring.","fundingTotal":"$15M+","latestValuation":"~$50-75M estimated","revenueArr":"~$2-3M estimated","profitabilityStatus":"Growth-stage, not profitable","headcount":"~40-60 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders undisclosed","pricingTier":"enterprise","notes":"Recently partnered with Findem (which raised $51M) to fuse expert-labeled data with verified skills. Serves enterprises, staffing leaders, and systems integrators. Strong compliance and anti-fraud positioning.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:39:29.352Z","viewCount":4,"createdAt":"2026-05-30T14:39:29.352Z","updatedAt":"2026-05-30T14:39:29.352Z"},{"id":986,"slug":"civils-ai","name":"Civils.ai","website":"https://civils.ai","hqLocation":"UK","foundedYear":2021,"category":["enterprise-agents","data-analytics"],"description":"<cite index=\"15-1,15-2,15-3\">Civils.ai is a SaaS solution using data and AI to make every construction project easier to design; engineers spend lots of time reading PDF files and digitising this information so they can run calculations on it</cite>. <cite index=\"17-11,17-12\">The platform cuts takeoff time by up to 90% with AI quantity takeoffs built for earthworks contractors; can measure earthworks, drainage, concrete and more from PDF drawings</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founders not disclosed","pricingTier":"enterprise","notes":"<cite index=\"17-16,17-17\">Features QA team review of AI measurements; results displayed on annotated drawings and downloadable to Excel or PDF</cite>. Shipped as production platform cited in major trade publications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:38:11.316Z","viewCount":4,"createdAt":"2026-05-30T14:38:11.316Z","updatedAt":"2026-05-30T14:38:11.316Z"},{"id":1004,"slug":"sortium","name":"Sortium","website":"https://www.sortium.ai","hqLocation":"Miami, Florida, United States","foundedYear":2022,"category":["design-creative","image-generation"],"description":"AI-powered production team platform generating and modifying 3D assets and textures in real time via natural language prompts. Integrates into existing game pipelines to automate asset creation while preserving IP rights.","fundingTotal":"$11.75M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Marc Seal, Alex Rozgo, Eaven Portillo","pricingTier":"enterprise","notes":"Seed $4M+ (April 2024) led by Signum Growth Capital with ARK, IDG Blockchain, Polygon backing. Targets game studios looking to automate asset pipelines while maintaining quality and IP control.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:41:17.306Z","viewCount":3,"createdAt":"2026-05-30T14:41:17.306Z","updatedAt":"2026-05-30T14:41:17.306Z"},{"id":900,"slug":"maki","name":"Maki","website":"https://makipeople.com","hqLocation":"Paris, France","foundedYear":2021,"category":["enterprise-agents","sales-crm"],"description":"<cite index=\"49-1\">Maki, the Paris-based conversational AI agent focused on talent acquisition, announced closing of its EUR €26 million Series A funding round.</cite> <cite index=\"52-2,52-3\">Maki specializes in end-to-end talent acquisition and management, leveraging AI agents to streamline and automate the hiring journey, from sourcing and screening to interviews and selection, with solutions used for high-volume recruitment, early-career talent, corporate and white-collar hiring, and technical skills assessment.</cite>","fundingTotal":"$35.3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"122","status":"active","tier":"master-list","whoIsBehind":"Maxime Legardez Coquin (CEO), Benjamin Chino, Paul-Louis Caylar (founders); backed by Blossom Capital, DST Global, Picus Capital","pricingTier":"enterprise","notes":"<cite index=\"49-2\">The Series A round was led by Blossom Capital, with participation from DST Global and existing investors Frst, GFC and Picus Capital.</cite> <cite index=\"55-8,55-9\">Maki's rapid growth in 2024 saw a 300% surge in demand, driven by major clients such as H&M, BNP Paribas, PwC, and FIFA.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:20:02.618Z","viewCount":4,"createdAt":"2026-05-30T14:20:02.618Z","updatedAt":"2026-05-30T14:20:02.618Z"},{"id":785,"slug":"lighton","name":"LightOn","website":"https://lighton.ai","hqLocation":"Paris, France","foundedYear":2016,"category":["foundation-models","enterprise-agents"],"description":"<cite index=\"36-15,36-16,36-17\">LightOn SA is a French company focused on artificial intelligence that develops generative AI solutions for enterprises. Its current product is the Paradigm platform, an on-prem/secure Enterprise generative AI platform. In November 2024, it became Europe's first listed GenAI startup to launched an IPO on Euronext Growth Paris.</cite>","fundingTotal":"~$15M total (pre-IPO)","latestValuation":null,"revenueArr":"<cite index=\"31-21\">€1.13M annual revenue as of Dec 31, 2024</cite>","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"<cite index=\"36-18\">Founded in 2016 in Paris by Igor Carron, Laurent Daudet, Florent Krzakala and Sylvain Gigan</cite>","pricingTier":"enterprise","notes":"<cite index=\"36-4,36-5\">Since the end of 2024, LightOn's solutions were implemented by various entities such as Ile-de-France region, Safran, Groupama, and the French Space Agency (CNES). The company also partnered with Orange Business and Hewlett Packard Enterprise.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:03:46.144Z","viewCount":4,"createdAt":"2026-05-30T14:03:46.144Z","updatedAt":"2026-05-30T14:03:46.144Z"},{"id":993,"slug":"aircall","name":"Aircall","website":"https://www.aircall.com","hqLocation":"New York, United States (Paris, France registered)","foundedYear":2014,"category":["enterprise-agents","sales-crm"],"description":"Cloud-based voice platform for managing customer support and sales calls. Integrates with Salesforce, HubSpot, Zendesk, Slack, Intercom. AI-powered call routing, transcription, speech analytics, workflow automation.","fundingTotal":"$226M","latestValuation":"$1B","revenueArr":"$199M","profitabilityStatus":null,"headcount":"837","status":"active","tier":"master-list","whoIsBehind":"Thibaud Elziere, Quentin Nickmans, Jonathan Anguelov, Olivier Pailhes, Pierre Baptiste Bechu, Xavier Durand (founders); Scott Chancellor (CEO)","pricingTier":"enterprise","notes":"Series D $120M (2021) led by Goldman Sachs Asset Management. Unicorn (2021). 20,000+ businesses, 199M ARR as of Oct 2024. Recent focus on AI capabilities: speech analytics, transcription, agent co-pilot features.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:39:56.788Z","viewCount":4,"createdAt":"2026-05-30T14:39:56.788Z","updatedAt":"2026-05-30T14:39:56.788Z"},{"id":1003,"slug":"modl-ai","name":"Modl.ai","website":"https://www.modl.ai","hqLocation":"Israel","foundedYear":2021,"category":["ai-infrastructure","testing"],"description":"AI-powered automated game testing platform using AI bots to identify bugs, optimize gameplay, and streamline quality assurance for game studios. Automates QA workflows that traditionally require manual testing.","fundingTotal":"$15M+ (Series A 2025)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Series A $15M closed Q1 2025 to expand technology and support game studios. Part of industry shift toward AI-driven QA automation as studios build larger worlds.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:41:17.052Z","viewCount":3,"createdAt":"2026-05-30T14:41:17.052Z","updatedAt":"2026-05-30T14:41:17.052Z"},{"id":1002,"slug":"dexter-energy","name":"Dexter Energy","website":"https://dexterenergy.ai","hqLocation":"Europe","foundedYear":null,"category":["energy-infrastructure","ai-infrastructure"],"description":"AI-powered forecasting and trading signals platform for short-term power markets. Combines advanced ML, meteorology, and market expertise to deliver reliable power and price forecasts supporting renewable and battery asset optimization.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"api","notes":"Active European-focused player with developer-friendly API supporting dynamic renewable energy portfolios. Limited public funding data found but offers differentiated market-impact-aware signals.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:40:48.028Z","viewCount":3,"createdAt":"2026-05-30T14:40:48.028Z","updatedAt":"2026-05-30T14:40:48.028Z"},{"id":1000,"slug":"gridbeyond","name":"GridBeyond","website":"https://www.gridbeyond.com","hqLocation":"Dublin, Ireland","foundedYear":2010,"category":["energy-infrastructure","ai-infrastructure"],"description":"AI-powered smart grid and virtual power plant platform for distributed energy resource management. Uses predictive load, weather, and price data to manage batteries, renewables, and EV charging at scale across distributed energy resources.","fundingTotal":"€52M (~$55M) Series C","latestValuation":null,"revenueArr":"70% YoY growth trajectory in 2023-2024","profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Michael Phelan (CEO & co-founder)","pricingTier":"enterprise","notes":"Closed €52M Series C in April 2024 led by Alantra Energy Transition Fund and Klima. Acquired Veritone Business Energy in 2023, operates across USA and international markets, 70% ARR growth rate.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:47.849Z","viewCount":3,"createdAt":"2026-05-30T14:40:47.849Z","updatedAt":"2026-05-30T14:40:47.849Z"},{"id":493,"slug":"glance","name":"Glance","website":"https://glance.com","hqLocation":"Bengaluru, India","foundedYear":2019,"category":["ai-search","design-creative","productivity-workflow"],"description":"Glance is an AI-driven platform delivering personalized content, shopping, and styling experiences on mobile lock screens. Owned by InMobi, it reaches 100+ million users globally through partnerships with OEMs and telecom companies.","fundingTotal":"$390M","latestValuation":"$1.7B","revenueArr":"~$73.1M","profitabilityStatus":null,"headcount":"584","status":"active","tier":"master-list","whoIsBehind":"Naveen Tewari (CEO); co-founders Abhay Singhal, Mohit Saxena, Piyush Shah","pricingTier":"consumer","notes":"Venture debt $23M (Mar 2025); $200M Jio Platforms investment (Aug 2025); partnerships with Samsung (Glance AI), DirecTV; acquired Roposo (short-form video); launched AI Commerce platform.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:42:20.854Z","viewCount":9,"createdAt":"2026-05-24T02:42:20.854Z","updatedAt":"2026-05-24T02:42:20.854Z"},{"id":1006,"slug":"hostaway","name":"Hostaway","website":"https://hostaway.com","hqLocation":"Toronto, Canada","foundedYear":2015,"category":["enterprise-agents","productivity-workflow"],"description":"All-in-one property management platform for vacation rental operators managing listings across Airbnb, VRBO and 200+ channels. Includes dynamic pricing using AI/analytics and booking/communication tools. Operates an ecosystem of 200+ integrated services.","fundingTotal":"$535M","latestValuation":"$925M","revenueArr":"10x+ growth YoY (2023-2024); revenues >$100M estimated","profitabilityStatus":null,"headcount":"200+","status":"active","tier":"master-list","whoIsBehind":"Marcus Räder (CEO, co-founder), Saber Kordestanchi (CSO, co-founder), Mikko Nurminen (co-founder)","pricingTier":"enterprise","notes":"$365M Series D Dec 2024 led by General Atlantic at $925M post-money valuation. Manages 350K+ properties. AI features include dynamic pricing; announced 'war chest' for AI development. Strong founder credibility and market traction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:43:06.363Z","viewCount":4,"createdAt":"2026-05-30T14:43:06.363Z","updatedAt":"2026-05-30T14:43:06.363Z"},{"id":614,"slug":"freenome","name":"Freenome","website":"https://freenome.com","hqLocation":"San Francisco, United States","foundedYear":2014,"category":["healthcare","diagnostics"],"description":"Freenome develops AI-powered blood tests for early cancer detection through machine learning analysis of circulating tumor DNA and proteins. The company has raised $1.4B cumulatively, targeting cancer diagnostics at the earliest disease stages.","fundingTotal":"$1.4B+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Andreessen Horowitz, Section 32, DCVC, Google Ventures, Khosla Ventures","pricingTier":"enterprise","notes":"One of the largest healthcare AI financing recipients; pursuing FDA clearance for multi-cancer detection platform. Platform captures complex biomarker patterns using deep learning.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:27:16.884Z","viewCount":4,"createdAt":"2026-05-28T15:27:16.884Z","updatedAt":"2026-05-28T15:27:16.884Z"},{"id":999,"slug":"amperon","name":"Amperon","website":"https://www.amperon.co","hqLocation":"Houston, USA","foundedYear":2018,"category":["energy-infrastructure","ai-infrastructure"],"description":"AI-powered energy forecasting and analytics platform providing demand, renewable generation, and price forecasts to utilities, independent power producers, and energy market participants. Uses machine learning to optimize grid operations and enable real-time decision-making across North America and Europe.","fundingTotal":"$29.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Sean Kelly (CEO & co-founder)","pricingTier":"enterprise","notes":"Raised $20M Series B in Oct 2023, followed by strategic investments from National Grid Partners (March 2025) and Tokyo Gas Acario (July 2025). Now operational in 15 European countries with proven accuracy improvements (10% gains in 6 months).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:47.590Z","viewCount":3,"createdAt":"2026-05-30T14:40:47.590Z","updatedAt":"2026-05-30T14:40:47.590Z"},{"id":252,"slug":"samsung-galaxy-ai","name":"Samsung Galaxy AI","website":null,"hqLocation":null,"foundedYear":null,"category":["hardware-devices"],"description":"On-device phone AI","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Samsung","pricingTier":"Bundled","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":8,"createdAt":"2026-05-23T15:02:32.548Z","updatedAt":"2026-05-23T15:02:32.548Z"},{"id":452,"slug":"argilla","name":"Argilla","website":"https://argilla.io","hqLocation":"Madrid, Spain","foundedYear":2017,"category":["data-labeling","foundation-models"],"description":"Argilla is an open-source data labeling platform for Natural Language Processing that empowers data and machine learning teams to build and monitor high-quality training data. The platform provides human-in-the-loop and programmatic labeling features, and was acquired by Hugging Face in June 2024.","fundingTotal":"$7.28M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"acquired","tier":"master-list","whoIsBehind":"Co-founders Daniel Vila Suero (Ph.D. AI) and Francisco Aranda; acquired by Hugging Face (Jun 2024)","pricingTier":"freemium","notes":"Seed funding led by Caixa Capital Risc and Zetta Venture Partners ($1.6M Jan 2023). Second round in Oct 2023. Serves enterprises in healthcare, IT, media, financial services. Now part of Hugging Face ecosystem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:05.004Z","viewCount":6,"createdAt":"2026-05-24T02:29:05.004Z","updatedAt":"2026-05-24T02:29:05.004Z"},{"id":997,"slug":"ermetic-now-tenable-cloud-security","name":"Ermetic (now Tenable Cloud Security)","website":"https://www.tenable.com/cloud-security","hqLocation":"Boston/Tel Aviv, Israel-USA","foundedYear":2019,"category":["ai-infrastructure"],"description":"Cloud infrastructure entitlement management (CIEM) and identity-first security platform using AI for automated detection and remediation of cloud permission risks. Acquired by Tenable in Oct 2023.","fundingTotal":"$100M","latestValuation":"$265M","revenueArr":"~$19.2M","profitabilityStatus":null,"headcount":"170","status":"acquired","tier":"master-list","whoIsBehind":"Shai Morag (CEO), Michael Dolinsky (CTO), Arick Goomanovsky (CBO), Sivan Krigsman (CPO)","pricingTier":"enterprise","notes":"Series B $70M Dec 2021; acquired by Tenable for $265M (Oct 2023); pioneered CIEM market; AI-driven least-privilege enforcement across AWS, Azure, GCP.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:18.769Z","viewCount":3,"createdAt":"2026-05-30T14:40:18.769Z","updatedAt":"2026-05-30T14:40:18.769Z"},{"id":998,"slug":"axis-security","name":"Axis Security","website":"https://axissecurity.com","hqLocation":"San Mateo, USA","foundedYear":2018,"category":["ai-infrastructure"],"description":"Zero-trust application access platform with AI-driven threat detection for secure remote access. Agentless security model protecting private applications in hybrid work environments. Acquired by HPE in March 2023.","fundingTotal":"$103M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"224","status":"acquired","tier":"master-list","whoIsBehind":"Dor Knafo (Co-founder/CEO), Gil Azrielant (Co-founder)","pricingTier":"enterprise","notes":"Series C $50M Mar 2021; acquired by HPE Mar 2023 for $500M; AI-based zero-trust identity and access platform; used by NVIDIA, Kayak, Copart.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:18.856Z","viewCount":3,"createdAt":"2026-05-30T14:40:18.856Z","updatedAt":"2026-05-30T14:40:18.856Z"},{"id":679,"slug":"cherre","name":"Cherre","website":"https://www.cherre.com","hqLocation":"New York, USA","foundedYear":2018,"category":["data-analytics","enterprise-agents"],"description":"Real estate data platform using AI and machine learning to aggregate, normalize and analyze property data from thousands of sources. Provides institutional investors, REITs, asset managers and lenders with unified data infrastructure for portfolio decisions.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"110-140","status":"active","tier":"master-list","whoIsBehind":"Team includes real estate data and technology veterans","pricingTier":"enterprise","notes":"<cite index=\"9-2,9-3,9-4\">Series C funding round of $30M in 2024. Powers $3.3 trillion in assets under management globally for institutional investors including Nuveen Real Estate, RXR, and TA Realty. Clients report saving millions in manual data collection costs and dramatically improving data quality.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:51:55.593Z","viewCount":4,"createdAt":"2026-05-30T13:51:55.593Z","updatedAt":"2026-05-30T13:51:55.593Z"},{"id":126,"slug":"mintlify","name":"Mintlify","website":null,"hqLocation":null,"foundedYear":null,"category":["coding-dev-tools"],"description":"Auto-generated docs from code","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Mintlify","pricingTier":"Free / Pro","notes":null,"sourceConfidence":"reported","lastResearchedAt":null,"viewCount":10,"createdAt":"2026-05-23T15:02:21.596Z","updatedAt":"2026-05-23T15:02:21.596Z"},{"id":260,"slug":"axiom-quant-inc","name":"Axiom Quant Inc.","website":"https://axiom.ai","hqLocation":"San Francisco, California, United States","foundedYear":2025,"category":["foundation-models","ai-infrastructure"],"description":"Axiom develops verified artificial intelligence systems using formal mathematics and proof assistants (Lean). The company builds autonomous mathematicians for code verification, finance, and chip design, generating formally verified outputs that eliminate hallucinations through machine-checkable proofs.","fundingTotal":"$264M","latestValuation":"$1.6B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Carina Hong (CEO, Stanford PhD, Morgan Prize winner), Ken Ono (Guggenheim/Packard Fellow, former VP American Mathematical Society)","pricingTier":"enterprise","notes":"Perfect score on 2025 Putnam Competition. Series A March 2026 led by Menlo Ventures at $1.6B post-money. Public release of AXLE infrastructure March 2026. Positioned at intersection of formal math and frontier AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:47:27.171Z","viewCount":8,"createdAt":"2026-05-24T01:47:27.171Z","updatedAt":"2026-05-24T01:47:27.171Z"},{"id":947,"slug":"wsc-sports","name":"WSC Sports","website":"https://www.wsc-sports.com","hqLocation":"New York, USA","foundedYear":2012,"category":["video-generation","data-analytics"],"description":"AI-powered platform that automatically generates personalized short-form video highlights and content from live sports events. Serves 450+ sports organizations including NBA, ESPN, LaLiga, PGA Tour for fan engagement and monetization.","fundingTotal":"$135M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~200+ estimated","status":"active","tier":"master-list","whoIsBehind":"Founded 2012 by Israeli founders","pricingTier":"enterprise","notes":"Series D of $100M (Feb 2022, Intel Capital participated). Automatically generates thousands of clips per game without human editing. Acquired Partnerbrite (Jan 2026) to expand content ecosystem.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:28:12.796Z","viewCount":5,"createdAt":"2026-05-30T14:28:12.796Z","updatedAt":"2026-05-30T14:28:12.796Z"},{"id":334,"slug":"stability-ai","name":"Stability AI","website":"https://stability.ai","hqLocation":"London, United Kingdom","foundedYear":2019,"category":["foundation-models","image-generation","video-generation","voice-audio-music"],"description":"Open-source generative AI company developing Stable Diffusion and multimodal models for text-to-image, video, audio, and 3D generation. Raised $80M Series A extension (June 2024) at $1B valuation. Total funding $181M+ with leadership transition to Prem Akkaraju (ex-Weta Digital CEO, June 2024). 150M+ Stable Diffusion downloads.","fundingTotal":"$181M","latestValuation":"$1B","revenueArr":null,"profitabilityStatus":"Pre-profitable (~$5M revenue Q1 2024; ~$30M+ losses)","headcount":"184-192","status":"active","tier":"master-list","whoIsBehind":"Emad Mostaque (Founder, stepped down March 2024), Prem Akkaraju (CEO, June 2024), Sean Parker (Board Chair)","pricingTier":"freemium","notes":"Stable Diffusion 3 released; Stable Audio 2.5 for enterprise audio; SPAR3D 3D generation. Shifted to membership + API revenue model. 150M+ open-source downloads globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:04:47.508Z","viewCount":8,"createdAt":"2026-05-24T02:04:47.508Z","updatedAt":"2026-05-24T02:04:47.508Z"},{"id":868,"slug":"8flow","name":"8Flow","website":"https://8flow.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["enterprise-agents","ai-infrastructure"],"description":"AI-driven workflow automation platform that orchestrates business processes through intelligent agents, integrating data and enabling teams to manage work more efficiently. Focuses on multi-step process automation with agent-based routing and context management.","fundingTotal":"$16.6M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"11–50","status":"active","tier":"master-list","whoIsBehind":"Recently raised Series A in April 2025","pricingTier":"enterprise","notes":"8Flow raised $16.6M Series A in April 2025 (reported by FounderNest). Focuses on orchestrating business process automation through intelligent agents with enterprise routing and governance.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:14:13.070Z","viewCount":4,"createdAt":"2026-05-30T14:14:13.070Z","updatedAt":"2026-05-30T14:14:13.070Z"},{"id":904,"slug":"understand-ai","name":"Understand.ai","website":"https://understand.ai","hqLocation":"Munich, Germany","foundedYear":2017,"category":["ai-infrastructure","data-labeling","robotics-physical"],"description":"AI data labeling and annotation platform specialized for autonomous driving and automotive computer vision. Provides crowdsourced and AI-assisted image annotation for training autonomous vehicle perception systems.","fundingTotal":"$15M-25M (estimated)","latestValuation":"Undisclosed","revenueArr":null,"profitabilityStatus":null,"headcount":"50-100 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Founded by automotive AI specialists focused on autonomous driving datasets","pricingTier":"enterprise","notes":"Focused on high-quality annotation infrastructure for autonomous vehicle training pipelines. Operates in Germany's auto AI ecosystem but remains relatively under-indexed in major startup databases.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:21:03.361Z","viewCount":4,"createdAt":"2026-05-30T14:21:03.361Z","updatedAt":"2026-05-30T14:21:03.361Z"},{"id":987,"slug":"alex-apriora","name":"Alex (Apriora)","website":"https://www.alex.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["enterprise-agents","sales-crm"],"description":"Voice-based AI recruiting partner that autonomously conducts screening interviews via phone/video. Can handle thousands of candidate interviews per day. Screens 100% of candidates with consistent evaluation. Works with Fortune 100s, major financial institutions, and restaurant chains.","fundingTotal":"$20M","latestValuation":"~$100M estimated","revenueArr":"~$3-5M estimated","profitabilityStatus":"Early-stage, not profitable","headcount":"~30-50 estimated","status":"active","tier":"master-list","whoIsBehind":"Founders undisclosed (Y Combinator-backed)","pricingTier":"enterprise","notes":"$17M Series A (Sept 2025) led by Peak XV Partners with CHRO participation from Fortune 500 companies. Only 18 months old, already serving hundreds of companies at massive scale. Represents next frontier in autonomous recruiting.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:39:29.095Z","viewCount":3,"createdAt":"2026-05-30T14:39:29.095Z","updatedAt":"2026-05-30T14:39:29.095Z"},{"id":955,"slug":"formula-ai","name":"Formula AI","website":null,"hqLocation":null,"foundedYear":null,"category":["writing-content","productivity-workflow","data-analytics"],"description":"AI platform that embeds machine learning directly into the food product development and formulation process. Combines formulation tools, supplier and ingredient intelligence databases, compliance data management, and collaborative workflows into a single intelligent environment purpose-built for food scientists and R&D teams. Reduces time from concept to market launch.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Designed for food scientists and R&D teams","pricingTier":"enterprise","notes":"Named 2024 Top Tech Startup Award winner by Food Logistics & Supply & Demand Chain Executive (Dec 2024). Recognized for innovative approach to automating and accelerating NPD workflows. Operates in supply chain and food science acceleration space with strong industry validation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:29:15.580Z","viewCount":5,"createdAt":"2026-05-30T14:29:15.580Z","updatedAt":"2026-05-30T14:29:15.580Z"},{"id":471,"slug":"cohere-post-aleph-alpha-acquisition","name":"Cohere (post-Aleph Alpha acquisition)","website":"https://cohere.com","hqLocation":"Toronto, Canada","foundedYear":2019,"category":["foundation-models","enterprise-agents"],"description":"Cohere is an enterprise AI lab developing foundation models and custom solutions for regulated industries. After acquiring German AI company Aleph Alpha (April 2026), Cohere expanded its sovereign AI and European public-sector positioning with dual headquarters.","fundingTotal":"$1.6B","latestValuation":"$7B","revenueArr":"~$100M","profitabilityStatus":null,"headcount":"Not separately reported","status":"active","tier":"master-list","whoIsBehind":"Aidan Gomez (CEO & co-founder)","pricingTier":"enterprise","notes":"April 2026: Announced acquisition of Aleph Alpha for sovereign AI expansion. Series E planned for 2026 with $600M from Schwarz Group. ~85% of revenue from private deployments. IPO candidate per May 2026 reports.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:35:23.722Z","viewCount":7,"createdAt":"2026-05-24T02:35:23.722Z","updatedAt":"2026-05-24T02:35:23.722Z"},{"id":408,"slug":"contextual-ai","name":"Contextual AI","website":"https://contextual.ai","hqLocation":"Mountain View, California, United States","foundedYear":2023,"category":["enterprise-agents","ai-infrastructure","foundation-models"],"description":"Enterprise AI platform for building grounded AI agents and RAG (Retrieval-Augmented Generation) applications. Founded by Douwe Kiela and Amanpreet Singh, former Meta AI Research and Hugging Face researchers, the company focuses on context-aware AI that grounds language models in organizational data for mission-critical applications.","fundingTotal":"$100M","latestValuation":"$150M","revenueArr":null,"profitabilityStatus":null,"headcount":"51-200","status":"active","tier":"master-list","whoIsBehind":"Douwe Kiela (CEO), Amanpreet Singh (CTO)","pricingTier":"enterprise","notes":"General availability announced January 2025; major customer wins including Qualcomm; Grounded Language Model released March 2025","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:17:52.868Z","viewCount":9,"createdAt":"2026-05-24T02:17:52.868Z","updatedAt":"2026-05-24T02:17:52.868Z"},{"id":339,"slug":"exa","name":"Exa","website":"https://exa.ai","hqLocation":"San Francisco, California, USA","foundedYear":2021,"category":["ai-search","ai-infrastructure","foundation-models"],"description":"Exa is an AI-native search engine that retrieves real-time data from the web optimized for artificial intelligence applications. Unlike traditional search engines built for human users, Exa trains embedding models to help AI systems find the highest-quality knowledge without SEO spam or ads.","fundingTotal":"$107M","latestValuation":"$2.2B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Will Bryk (CEO), Jeff Wang (co-founder)","pricingTier":"enterprise","notes":"Series C ($250M, May 2026, a16z-led) brings total to $107M+ across seed/Series A ($22M, July 2024, Lightspeed-led) and Series B ($85M, September 2025, Benchmark-led). Integrated by 5,000+ companies including Cursor, Cognition, HubSpot.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:05:47.758Z","viewCount":10,"createdAt":"2026-05-24T02:05:47.758Z","updatedAt":"2026-05-24T02:05:47.758Z"},{"id":901,"slug":"phoebe","name":"Phoebe","website":"https://phoebe.ai","hqLocation":"London, UK","foundedYear":2024,"category":["enterprise-agents","coding-dev-tools"],"description":"Phoebe builds an AI agent platform that acts as an immune system for software, deploying swarms of AI agents to continuously detect, diagnose, and fix production failures. Founded by ex-Stripe leaders Matt Henderson and James Summerfield.","fundingTotal":"$17M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~15-20","status":"active","tier":"master-list","whoIsBehind":"Matt Henderson (CEO, ex-Stripe, Google, Amazon); James Summerfield (CTO, ex-Stripe)","pricingTier":"enterprise","notes":"Seed funding of $17M (August 2025) led by GV (Google Ventures) and Cherry Ventures. Already live with production customers (Trainline, PPRO). Reduces incident resolution time by up to 90%.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:20:33.387Z","viewCount":4,"createdAt":"2026-05-30T14:20:33.387Z","updatedAt":"2026-05-30T14:20:33.387Z"},{"id":581,"slug":"binsentry","name":"BinSentry","website":"https://binsentry.com","hqLocation":"United States","foundedYear":2021,"category":["agriculture","data-analytics","iot-sensors"],"description":"AI-driven farm feed monitoring system using solar-powered, self-cleaning sensors and predictive analytics to track on-farm inventory levels with ~99% accuracy. Prevents supply disruptions, cuts truck rolls, and improves demand forecasting for mills/integrators.","fundingTotal":"$50M (Series C 2025)","latestValuation":null,"revenueArr":"undisclosed","profitabilityStatus":null,"headcount":"undisclosed","status":"active","tier":"master-list","whoIsBehind":"founding/leadership team undisclosed","pricingTier":"enterprise","notes":"Series C led by Lead Edge Capital in 2025; $25M CIBC Innovation Banking facility for scaling. Added Brazil distribution deal with Cargill; enterprise adoption across North American mills.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:18:28.760Z","viewCount":5,"createdAt":"2026-05-28T15:18:28.760Z","updatedAt":"2026-05-28T15:18:28.760Z"},{"id":790,"slug":"agile-robots","name":"Agile Robots","website":"https://www.agile-robots.com","hqLocation":"Munich, Germany","foundedYear":2018,"category":["robotics-physical","ai-infrastructure","enterprise-agents"],"description":"Develops AI-powered industrial robots and humanoid systems for autonomous manufacturing. Combines machine learning foundation models with robotic hardware for production-ready automation. AgileCore software platform coordinates robot fleets and AI decision-making.","fundingTotal":"$240M+","latestValuation":">$1B (unicorn)","revenueArr":"~€200M run-rate (2024 reported)","profitabilityStatus":"Scaling profitably","headcount":"350+","status":"active","tier":"master-list","whoIsBehind":"Rory Sexton (CEO), Zhaopeng Chen (founder/Chinese background, Munich-based)","pricingTier":"enterprise","notes":"Series C led by SoftBank Vision Fund 2 (2020-2021). Shipping Agile ONE humanoid robots for automotive assembly. Early customer: Deutsche Telekom Industrial AI Cloud. Revenue doubled YoY since founding. Keynote at CES 2026 and Hanover industrial fair.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:04:56.071Z","viewCount":4,"createdAt":"2026-05-30T14:04:56.071Z","updatedAt":"2026-05-30T14:04:56.071Z"},{"id":597,"slug":"xscape-photonics","name":"Xscape Photonics","website":"https://xscapephotonics.com","hqLocation":"Santa Clara, California, United States","foundedYear":2022,"category":["hardware-devices","ai-infrastructure"],"description":"Xscape Photonics develops silicon photonics solutions using multi-color wavelength platforms ('ChromX') to deliver hundreds of wavelengths on a single optical fiber, providing flexible, efficient optical interconnect for AI data center scaling and power reduction.","fundingTotal":"$57M","latestValuation":"~$200M+ (estimated)","revenueArr":null,"profitabilityStatus":"pre-revenue","headcount":"~20-30","status":"active","tier":"master-list","whoIsBehind":"Co-founded by Raghunathan (ex-Broadcom silicon photonics lead), Michal Lipson (Columbia), Keren Bergman (Columbia). Series A: $44M (Oct 2024) led by NVIDIA, Cisco","pricingTier":"enterprise","notes":"Series A: $44M (Oct 2024) led by NVIDIA and Cisco. Total funding $57M. Founded by semiconductor and photonics pioneers from Columbia University and Broadcom. Reduces data center power consumption for AI.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:22:56.207Z","viewCount":4,"createdAt":"2026-05-28T15:22:56.207Z","updatedAt":"2026-05-28T15:22:56.207Z"},{"id":269,"slug":"airtrain-ai","name":"Airtrain AI","website":"https://airtrain.ai","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["coding-dev-tools","data-labeling"],"description":"Airtrain AI is a no-code platform for fine-tuning and evaluating large language models. The platform enables AI developers to compare 20+ open-source and proprietary LLMs, batch-evaluate models against test datasets (up to 10,000 examples), and fine-tune models with custom data to reduce costs by up to 90% versus proprietary APIs.","fundingTotal":null,"latestValuation":null,"revenueArr":"~$1.7M (2024)","profitabilityStatus":null,"headcount":"~11","status":"active","tier":"master-list","whoIsBehind":"Founded by Emmanuel Turlay (ex-Cruise, Instacart); bootstrapped","pricingTier":"freemium","notes":"Y Combinator S22; LLM Playground #3 Product of the Day (Product Hunt Mar 2024, 238 upvotes); joined Weights & Biases (acquisition/integration); supports Claude, Gemini, Mistral, GPT-4, Llama 2, Phi-2","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:48:41.823Z","viewCount":8,"createdAt":"2026-05-24T01:48:41.823Z","updatedAt":"2026-05-24T01:48:41.823Z"},{"id":329,"slug":"allen-institute-for-ai-ai2","name":"Allen Institute for AI (Ai2)","website":"https://allenai.org","hqLocation":"Seattle, USA","foundedYear":2014,"category":["foundation-models","ai-infrastructure"],"description":"Ai2 is a nonprofit AI research institute founded by Paul Allen that emphasizes fully open-source AI development. It releases complete training data, code, and model weights alongside foundation models like OLMo, Tülu (instruction-tuning), and Molmo (multimodal vision-language), published through 2024–2025.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":"Nonprofit structure","headcount":"~300 researchers and staff","status":"active","tier":"master-list","whoIsBehind":"Ali Farhadi (CEO since 2023); Oren Etzioni (founded); leadership from Apple/University of Washington","pricingTier":null,"notes":"2024 record: 111 AI models released; OLMo 3.1 (32B) claimed to outperform GPT-3.5-Turbo and GPT-4o mini on open-weights basis (Mar 2025); partnerships with NSF, Google Cloud, University of Washington; OpenScholar research tool (Nov 2024)","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:03:47.312Z","viewCount":8,"createdAt":"2026-05-24T02:03:47.312Z","updatedAt":"2026-05-24T02:03:47.312Z"},{"id":943,"slug":"sign-ai","name":"Sign AI","website":"https://signai.com","hqLocation":"London, United Kingdom","foundedYear":2021,"category":["assistive-technology","accessibility-ai","voice-audio-music"],"description":"<cite index=\"27-1,27-2,27-3\">Sign AI is a Deaf-led company founded and guided by Deaf professionals with co-founders having disabilities, ensuring cultural accuracy and community trust are at the heart of everything built</cite>. <cite index=\"28-21\">Sign AI explores real-time AI for sign language recognition and generation, including sign-to-text and text-to-sign technology</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Greg Rutty (co-founder, vision loss), Melissa 'echo' Greenlee (Deaf entrepreneur, co-founder); Joel Kellhofer MBE (founder of SignLive, BSL expert)","pricingTier":null,"notes":"<cite index=\"27-11\">Co-founded by Greg Rutty (decades of technology/product innovation expertise) and Melissa Greenlee (Deaf entrepreneur advancing accessibility)</cite>. <cite index=\"28-12,28-13,28-14,28-15\">Sign AI grew from years of Deaf accessibility work; Joel Kellhofer founded SignLive (remote BSL interpreting platform with thousands of users) and Sign Dictionary (free resource used by millions)</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:27:39.481Z","viewCount":6,"createdAt":"2026-05-30T14:27:39.481Z","updatedAt":"2026-05-30T14:27:39.481Z"},{"id":882,"slug":"tripo-ai","name":"Tripo AI","website":"https://www.tripo3d.ai","hqLocation":"San Francisco, USA","foundedYear":2023,"category":["image-generation","design-creative","ai-infrastructure"],"description":"Tripo AI builds 3D foundation models and world models for spatial understanding and interactive content creation. The company generates production-ready 3D assets directly in native three-dimensional space through native spatial geometry modeling rather than sequential token prediction. Platform serves 6.5M creators and 90K developers with 100M+ 3D assets generated.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Simon Song (Founder & CEO)","pricingTier":"freemium","notes":"Raised $50M in March 2026 from Alibaba and Baidu Ventures to advance 3D foundation models. Announced Tripo W1.0 world model initiative and new H3.1/P1.0 architectures generating production-ready meshes in 2 seconds (100x faster than prior methods).","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:17:02.596Z","viewCount":4,"createdAt":"2026-05-30T14:17:02.596Z","updatedAt":"2026-05-30T14:17:02.596Z"},{"id":556,"slug":"forterra","name":"Forterra","website":"https://forterra.com","hqLocation":"Clarksburg, Maryland, USA","foundedYear":2002,"category":["robotics-physical","defense-government","ai-infrastructure"],"description":"Forterra develops scalable autonomous mission systems and interoperable platforms for ground operations, including AutoDrive (self-driving software), TerraLink (command & control), and OASIS (open architecture standard). The company enables vehicles to operate autonomously or in coordinated swarms across contested environments without GPS.","fundingTotal":"$500M+","latestValuation":"$1B+","revenueArr":"~$100M estimated","profitabilityStatus":"Private","headcount":"~500","status":"active","tier":"master-list","whoIsBehind":"Alberto Lacaze (founder), Josh Araujo (CEO), Scott Sanders (CGO, ex-Anduril), Scott Philips (former CTO Vannevar Labs)","pricingTier":"enterprise","notes":"Raised $238M Series C (Nov 2025) led by Moore Strategic Ventures. Secured major Army contract for autonomous breaching ($114M), Marine Corps production deal for ROGUE Fires, and partnerships with Oshkosh, Raytheon, and Volvo Defense. Hundreds of vehicles already deployed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:12:36.833Z","viewCount":7,"createdAt":"2026-05-28T15:12:36.833Z","updatedAt":"2026-05-28T15:12:36.833Z"},{"id":327,"slug":"vanta","name":"Vanta","website":"https://vanta.com","hqLocation":"San Francisco, USA","foundedYear":2018,"category":["legal-finance","enterprise-agents"],"description":"<cite index=\"29-1\">Vanta is a startup using AI to automate security compliance that has secured $150 million in Series C funding, vaulting its valuation to $2.45 billion</cite>. <cite index=\"32-1\">Vanta automates the complex and time-consuming process of SOC 2, HIPAA, ISO 27001, PCI, and GDPR compliance certification</cite>. <cite index=\"30-10,30-12,30-13\">The San Francisco-based compliance automation startup unveiled an autonomous AI agent that handles end-to-end security and compliance workflows without human intervention. Unlike traditional automation tools that follow pre-defined rules, the agent proactively identifies compliance issues, suggests fixes and takes action on behalf of security teams while keeping humans in control of final decisions</cite>.","fundingTotal":"$350M","latestValuation":"$2.45B","revenueArr":"~$300M","profitabilityStatus":null,"headcount":"~700","status":"active","tier":"master-list","whoIsBehind":"Christina Cacioppo (co-founder, CEO)","pricingTier":"enterprise","notes":"<cite index=\"29-8\">Vanta's rapid ascent—reaching $100 million in annual recurring revenue and serving over 8,000 customers globally—underscores a growing demand for automated compliance solutions</cite>. <cite index=\"35-7\">Vanta hit $300 million ARR as 'shadow AI' explodes across corporate America (April 2026)</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:03:25.077Z","viewCount":4,"createdAt":"2026-05-24T02:03:25.077Z","updatedAt":"2026-05-24T02:03:25.077Z"},{"id":508,"slug":"sarvam-ai","name":"Sarvam AI","website":"https://www.sarvam.ai","hqLocation":"Bengaluru, India","foundedYear":2023,"category":["foundation-models","chatbots-assistants","enterprise-agents"],"description":"Sarvam AI develops foundational large language models (LLMs) and multimodal AI systems specifically trained on Indian languages and region-specific use cases. The company released Sarvam-30B and Sarvam-105B models in February 2026 and announced Sarvam Kaze, an indigenous AI-powered smart glass wearable, launching in May 2026.","fundingTotal":"$300M–$350M (Series B, 2026)","latestValuation":"$1.5B–$1.55B","revenueArr":"~$3.6M (FY2024-25)","profitabilityStatus":"Not profitable","headcount":"~200–250","status":"active","tier":"master-list","whoIsBehind":"Vivek Raghavan, Pratyush Kumar (founders, ex-AI4Bharat/IIT Madras)","pricingTier":"api, enterprise","notes":"Largest private AI funding round for an Indian startup in 2026; led by Bessemer Venture Partners with participation from Nvidia, Amazon, and Prosperity7 Ventures. Core focus on sovereign AI for India's 800M+ citizens via multilingual voice and enterprise conversational agents.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:07:12.596Z","viewCount":5,"createdAt":"2026-05-28T15:07:12.596Z","updatedAt":"2026-05-28T15:07:12.596Z"},{"id":572,"slug":"fracttal","name":"Fracttal","website":"https://fracttal.com","hqLocation":"Santiago, Chile","foundedYear":null,"category":["enterprise-agents","data-analytics"],"description":"Chilean AI startup applying AI-powered solutions to maintenance operations through Fracttal One, a mobile platform that simplifies maintenance and provides operational insights. Clients include FedEx, 3M, and Coca-Cola.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Fracttal One integrates IoT devices for predictive maintenance, reducing downtime and operational costs. Featured in multiple 2024-2025 LATAM AI startup rankings including Forbes Centroamérica and Time Magazine recognitions.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:16:40.448Z","viewCount":6,"createdAt":"2026-05-28T15:16:40.448Z","updatedAt":"2026-05-28T15:16:40.448Z"},{"id":361,"slug":"glaive","name":"Glaive","website":"https://glaive.ai","hqLocation":"San Francisco, California, USA","foundedYear":2023,"category":["coding-dev-tools","foundation-models"],"description":"Glaive develops client-owned AI models optimized for domain-specific tasks including code generation, content creation, and automated customer support. The company provides intelligence solutions for product builders with focus on model ownership and performance, rather than API-dependent services.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2023 in San Francisco","pricingTier":"enterprise","notes":"Known for high-quality code datasets (Glaive-code-assistant with 215k+ training examples); CB Insights mentioned in AI research briefs (Jul 2024); focus on open-source contributions to LLM training","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:09:51.780Z","viewCount":9,"createdAt":"2026-05-24T02:09:51.780Z","updatedAt":"2026-05-24T02:09:51.780Z"},{"id":273,"slug":"anyscale","name":"Anyscale","website":"https://anyscale.com","hqLocation":"San Francisco, USA","foundedYear":2018,"category":["ai-infrastructure"],"description":"Anyscale is a cloud platform for distributed Python computing and AI workloads. Built on Ray, the platform enables developers to parallelize and scale ML training, reinforcement learning, and inference across clusters without rewriting code, providing cost-effective distributed AI infrastructure.","fundingTotal":"$260M+","latestValuation":"$3B+","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Ion Stoica (UC Berkeley), Philipp Moritz; Ray creators","pricingTier":"freemium","notes":"Ray (open-source) widely adopted for distributed ML; Series C+ funded; enterprise customers; focus on distributed training and inference scaling","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T01:48:42.172Z","viewCount":7,"createdAt":"2026-05-24T01:48:42.172Z","updatedAt":"2026-05-24T01:48:42.172Z"},{"id":489,"slug":"fractile","name":"Fractile","website":"https://www.fractile.ai","hqLocation":"London, UK","foundedYear":2022,"category":["ai-infrastructure","hardware-devices"],"description":"Fractile develops SRAM-based AI inference accelerators using Memory Compute Fusion Architecture to co-locate memory and compute on a single die, reducing reliance on expensive HBM (High Bandwidth Memory). The company claims 100x faster inference and 10x cost reduction versus NVIDIA GPUs.","fundingTotal":"$15M","latestValuation":"$1B+","revenueArr":null,"profitabilityStatus":null,"headcount":"20-50","status":"active","tier":"master-list","whoIsBehind":"Walter Goodwin (Founder, Oxford PhD), team from NVIDIA, Graphcore, Imagination Technologies","pricingTier":"enterprise","notes":"Raised $15M seed (Kindred Capital, NATO Innovation Fund, Oxford Science Enterprises). In talks to raise $200M at $1B+ valuation (Founders Fund, 8VC, Accel). Anthropic in early discussions to purchase chips (expected ~2027 availability). Commercial chips not yet manufactured.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:41:16.226Z","viewCount":8,"createdAt":"2026-05-24T02:41:16.226Z","updatedAt":"2026-05-24T02:41:16.226Z"},{"id":534,"slug":"gitbutler","name":"GitButler","website":"https://gitbutler.com","hqLocation":"Round Rock, United States","foundedYear":2023,"category":["coding-dev-tools"],"description":"Git-backed change management tool designed for modern, AI-powered coding workflows. Offers parallel and stacked branches, unlimited undo, easy commit editing, and seamless integration with AI agents. Founded by GitHub co-founder Scott Chacon.","fundingTotal":"$20.7M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"13","status":"active","tier":"master-list","whoIsBehind":"Scott Chacon (GitHub co-founder); Andreessen Horowitz (a16z) lead investor","pricingTier":"freemium","notes":"<cite index=\"40-1,40-2\">GitButler, a Git-backed change management tool for AI-powered coding workflows, raised $17M in Series A funding led by a16z in April 2026</cite>. <cite index=\"40-12\">The open beta has drawn testimonials from engineers at Notion, Sentry, and Atlassian</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:33.026Z","viewCount":6,"createdAt":"2026-05-28T15:09:33.026Z","updatedAt":"2026-05-28T15:09:33.026Z"},{"id":632,"slug":"pollen-robotics","name":"Pollen Robotics","website":"https://www.pollen-robotics.com","hqLocation":"Bordeaux, France","foundedYear":2016,"category":["robotics-physical"],"description":"<cite index=\"54-9\">Founded in 2016 by two former INRIA researchers, Matthieu Lapeyre and Pierre Rouanet, the French start-up Pollen Robotics initially focused on custom robotics projects for artistic and cultural installations.</cite> <cite index=\"51-6\">Reachy 2, unveiled in 2024, is a fully open-source humanoid robot built for embodied AI research, human-robot interaction, and real-world applications such as teleoperation and assistive tasks.</cite>","fundingTotal":"$2.8M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"20+","status":"acquired","tier":"master-list","whoIsBehind":"<cite index=\"52-12\">Pollen co-founders Matthieu Lapeyre and Pierre Rouanet and about 20 employees based in Bordeaux, France, joined Hugging Face.</cite>","pricingTier":"enterprise","notes":"<cite index=\"52-1,52-9\">Hugging Face acquired Pollen Robotics, the French startup behind humanoid robot Reachy 2, with the deal seeing Hugging Face sell the $70,000 Reachy 2, used for academic research at Carnegie Mellon University and Cornell University, as well as testing embodied AI applications.</cite> <cite index=\"51-8\">Released in 2025 following Pollen's acquisition by Hugging Face, Reachy Mini is a compact, programmable desktop robot designed to make robotics and AI experimentation more accessible to students, developers, and educators.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:30:40.693Z","viewCount":6,"createdAt":"2026-05-28T15:30:40.693Z","updatedAt":"2026-05-28T15:30:40.693Z"},{"id":887,"slug":"horizon-robotics","name":"Horizon Robotics","website":"https://en.horizon.auto/","hqLocation":"Beijing, China","foundedYear":2015,"category":["robotics-physical","hardware-devices","ai-infrastructure"],"description":"<cite index=\"34-31,34-32,34-33\">Horizon Robotics is a Chinese technology company headquartered in Beijing that develops artificial intelligence chips used in self-driving cars and advanced driver assistance systems, founded in 2015 by several former Baidu employees including Yu Kai who previously led Baidu's self-driving car division.</cite> <cite index=\"30-15,30-16\">The company provides automotive-grade intelligent driving computing solutions and software/hardware development platforms, and is the first and largest enterprise in China to achieve front-end mass production of automotive-grade intelligent in-vehicle computing solutions.</cite>","fundingTotal":"$696M (IPO Oct 2024)","latestValuation":"IPO price HK$15.99, currently trading as of May 2026","revenueArr":"~RMB 2.384B (2024, 53.6% YoY growth)","profitabilityStatus":"Loss-making through 2024, path to profitability by 2027","headcount":"Not publicly disclosed","status":"active","tier":"master-list","whoIsBehind":"Yu Kai (founder, ex-Baidu autonomous driving lead)","pricingTier":"enterprise","notes":"<cite index=\"32-2\">Horizon Robotics officially listed on the Main Board of the Hong Kong Stock Exchange in October 2024.</cite> <cite index=\"34-5\">In January 2025, Horizon Robotics announced its goal of shipping over 10 million chips in 2025.</cite> <cite index=\"34-2\">In March 2026, Horizon announced plans for the Journey 7 family of chips, expected to arrive in 2027.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:17.353Z","viewCount":5,"createdAt":"2026-05-30T14:18:17.353Z","updatedAt":"2026-05-30T14:18:17.353Z"},{"id":923,"slug":"phrasee-rebranded-to-jacquard","name":"Phrasee (rebranded to Jacquard)","website":"https://phrasee.co","hqLocation":"London, UK","foundedYear":2015,"category":["writing-content","sales-crm","marketing-personalization"],"description":"<cite index=\"30-1,30-7\">AI based platform offering software for brand language optimization. It operates as an AI based platform offering software for brand language optimization.</cite> <cite index=\"32-14,32-15\">Phrasee is an innovative AI-powered marketing platform designed to help brands craft engaging, high-performing marketing copy at scale. By leveraging advanced natural language generation technology, Phrasee enables marketers to optimize their messaging across key digital channels like email, social media ads, and push notifications.</cite>","fundingTotal":"$8.88M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"55","status":"active","tier":"master-list","whoIsBehind":"Dan Head (CEO), Neil Yager (Chief Data Scientist, Co-founder), Victoria Peppiatt (Co-founder)","pricingTier":"enterprise","notes":"<cite index=\"37-1,37-11\">Since 2022, Phrasee's lead investor has been Capital D, a private equity fund that specialises in investing in disruptive European businesses, with co-investment from Morgan Stanley Expansion Capital and Keyhaven Capital Partners. Funding has been directed into an accelerated product roadmap to spearhead a new era of capabilities for its AI technology, as well as an exciting rebrand, to be unveiled in due course.</cite> Additional PE funding Jan 2024; rebranded to Jacquard May 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:24:07.133Z","viewCount":5,"createdAt":"2026-05-30T14:24:07.133Z","updatedAt":"2026-05-30T14:24:07.133Z"},{"id":5,"slug":"xai","name":"xAI (Grok)","website":"https://x.ai","hqLocation":"Palo Alto, California, USA","foundedYear":2023,"category":["foundation-models","ai-research-lab","generative-ai","conversational-ai","ai-infrastructure"],"description":"xAI is an artificial intelligence company founded in March 2023 by Elon Musk that develops the Grok family of large language models, an API platform, and consumer/enterprise AI products. The company operates the Colossus GPU (Graphics Processing Unit) supercomputer cluster in Memphis, Tennessee, and in March 2025 acquired the social network X in an all-stock transaction. In February 2026, xAI was acquired by SpaceX, combining the two Musk-led entities.","fundingTotal":"$22B+ equity (reported); ~$47B including debt and follow-on rounds per PitchBook","latestValuation":"$230B (reported, January 2026 Series E)","revenueArr":"~$500M Annual Recurring Revenue (ARR) standalone exit-2025 run rate (reported)","profitabilityStatus":"Unprofitable; reported burn estimated near $1B/month (reported)","headcount":"~1,200–4,900 (reported, varies by source; PitchBook lists 4,900)","status":"acquired","tier":"deep-profile","whoIsBehind":"Founder and CEO Elon Musk; founding team included researchers from DeepMind, OpenAI, and Tesla; Jared Birchall (Musk's wealth manager) involved in capital raising","pricingTier":"Free tier; X Premium from $8/mo; SuperGrok $30/mo; SuperGrok Heavy $300/mo; enterprise API and Grok Enterprise tiers","notes":"Acquired by SpaceX in February 2026 in a deal reportedly valuing the combined entity at $1.25T. Closed a $20B Series E in January 2026 at a $230B valuation (upsized from $15B target) with participation from Nvidia, Valor Equity Partners, Fidelity, Qatar Investment Authority, MGX, Cisco, and a ~$2B commitment from Tesla. xAI acquired X (formerly Twitter) in March 2025 in an all-stock deal. Operates the Colossus supercomputer in Memphis with plans toward 1M GPUs. Partnership with HUMAIN announced for Saudi Arabia hyperscale GPU data center buildout. Received a U.S. Department of Defense CDAO contract (up to $200M ceiling) for agentic AI in national-security workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T01:28:23.357Z","viewCount":47,"createdAt":"2026-05-23T15:02:10.986Z","updatedAt":"2026-05-30T01:28:23.357Z"},{"id":526,"slug":"insight-terra","name":"Insight Terra","website":"https://www.insightterra.com","hqLocation":"Cape Town, South Africa","foundedYear":2020,"category":["climate-sustainability","data-analytics"],"description":"AI-driven platform for greenhouse gas (GHG) management and environmental risk assessment using satellite data and machine learning. Provides carbon mapping, emissions tracking, and environmental risk quantification for enterprises and climate projects across multiple sectors.","fundingTotal":"$5.7M (Series A+)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~25-35 estimated","status":"active","tier":"master-list","whoIsBehind":"Private company, South African-based founding team","pricingTier":"enterprise","notes":"Raised $5.7M in 2025 to scale AI-driven GHG platform. Featured in Climate Tech 2025 as key player in carbon removal and environmental risk management. Integrates predictive analytics for optimizing carbon removal processes.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:09:03.750Z","viewCount":6,"createdAt":"2026-05-28T15:09:03.750Z","updatedAt":"2026-05-28T15:09:03.750Z"},{"id":853,"slug":"canary-technologies","name":"Canary Technologies","website":"https://www.canarytech.com","hqLocation":"Unknown","foundedYear":2018,"category":["chatbots-assistants","enterprise-agents"],"description":"AI-powered guest experience and property management platform for hospitality that automates guest interactions and operational workflows. Provides AI agents for guest messaging, digital check-in, upsells, and feedback collection. Acquired OpenKey in Feb 2026 to expand access control capabilities.","fundingTotal":"$50M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Part of standout AI-led guest experience platform category that raised combined $152.6M (Apr 2025-Mar 2026). Acquired OpenKey (Feb 2026) to deepen property access integration. Surveyed 565+ travel hospitality leaders; reported hotels show strong adoption of AI for operations.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:12:15.067Z","viewCount":6,"createdAt":"2026-05-30T14:12:15.067Z","updatedAt":"2026-05-30T14:12:15.067Z"},{"id":606,"slug":"kuaishou-kling-ai","name":"Kuaishou Kling AI","website":"https://klingai.com","hqLocation":"Beijing, China","foundedYear":2024,"category":["video-generation"],"description":"<cite index=\"10-3\">Kling AI, a video generator app owned by China's Kuaishou Technology, saw global weekly active users jump 4% to an average of 2.6 million last week</cite> (April 2026). The product represents Kuaishou's major push into generative AI video applications with cinematic motion quality, positioning itself as a Sora competitor.","fundingTotal":"Proprietary (Kuaishou subsidiary)","latestValuation":null,"revenueArr":null,"profitabilityStatus":"Integrated into Kuaishou; revenue undisclosed","headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Kuaishou Technology (China short-video giant, publicly traded NASDAQ: KUAISHOU)","pricingTier":"freemium, consumer","notes":"<cite index=\"10-1,10-2,10-3\">A week after OpenAI said it would shutter its artificial intelligence video generator, Sora, rival tools like Kling AI and RunwayML are already gaining ground. Kling AI, a video generator app owned by China's Kuaishou Technology, saw global weekly active users jump 4% to an average of 2.6 million</cite> as of April 2026. <cite index=\"11-15\">Kling 3.0 represents a fundamental shift in AI video generation, with longer cinematic takes, sharper character physics, and motion fidelity that pulls ahead of most earlier Chinese models</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:25:31.690Z","viewCount":8,"createdAt":"2026-05-28T15:25:31.690Z","updatedAt":"2026-05-28T15:25:31.690Z"},{"id":723,"slug":"orreco","name":"Orreco","website":"https://www.orreco.ai","hqLocation":"Galway, Ireland","foundedYear":2015,"category":["data-analytics","sports/fitness-ai","healthcare"],"description":"Agentic AI platform combining applied physiology, biostatistics, and cognitive computing to optimize athlete performance and reduce injury risk. Provides biomarker surveillance, training load analysis, motion signal detection, and women's performance modules powered by proprietary Bayesian models.","fundingTotal":"$20M+","latestValuation":"undisclosed","revenueArr":"undisclosed","profitabilityStatus":"growing","headcount":"~80+ (expanding to 110+)","status":"active","tier":"master-list","whoIsBehind":"Founded by Dr. Brian Moore; investors include Mark Cuban, True Ventures, Enterprise Ireland, Jason Calacanis","pricingTier":"enterprise","notes":"Closed $4M Series A extension (Dec 2025) led by Mark Cuban and Enterprise Ireland; acquired Data Driven Sports Analytics (DDSA) from Melbourne to add computer vision expertise. Serves NBA, Premier League, NHL, WNBA, PGA Tour, F1. Motion Signal product in trials with EPL and NBA.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:42.822Z","viewCount":4,"createdAt":"2026-05-30T13:56:42.822Z","updatedAt":"2026-05-30T13:56:42.822Z"},{"id":311,"slug":"goodfire","name":"Goodfire","website":"https://goodfire.ai","hqLocation":"San Francisco, United States","foundedYear":2024,"category":["foundation-models","ai-infrastructure"],"description":"Goodfire is an AI interpretability research lab that uses mechanistic interpretability to understand, debug, and design AI models. The company's Ember platform decodes neural networks to provide programmable access to model internals, enabling users to identify problematic behaviors, extract insights, and improve performance without black-box approaches.","fundingTotal":"$209M","latestValuation":"$1.25B","revenueArr":null,"profitabilityStatus":"Pre-revenue; seed-stage company","headcount":"estimated 20–30","status":"active","tier":"master-list","whoIsBehind":"Eric Ho (Co-founder & CEO); Tom McGrath (Co-founder, founded interpretability team at Google DeepMind); Nick Cammarata (core OpenAI interpretability contributor)","pricingTier":"enterprise","notes":"February 2026 $150M Series B at $1.25B valuation led by B Capital; April 2025 $50M Series A led by Menlo; August 2024 $7M seed; discovered novel Alzheimer's biomarkers using model interpretability.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:01:17.954Z","viewCount":8,"createdAt":"2026-05-24T02:01:17.954Z","updatedAt":"2026-05-24T02:01:17.954Z"},{"id":762,"slug":"mujin","name":"Mujin","website":"https://www.mujin-corp.com/","hqLocation":"Chuo, Tokyo, Japan","foundedYear":2011,"category":["robotics-physical","coding-dev-tools","ai-infrastructure"],"description":"<cite index=\"56-8,56-9\">Mujin develops intelligent automation solutions and a universal intelligent robot controller that automates tasks in logistics and manufacturing</cite>. <cite index=\"56-1\">The company has raised $311M in funding</cite>.","fundingTotal":"$311M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Issei Takino, Ross Diankov, Kazuyuki Takino (co-founders)","pricingTier":"enterprise","notes":"<cite index=\"59-1\">In December 2025, Mujin raised ¥36.4 billion (~$245M) in its Series D initial close, led by NTT Group and Qatar Investment Authority</cite>. <cite index=\"59-3,59-4\">MujinOS is a platform providing integrated control of robots, AGVs, and storage systems for applications like depalletizing and piece picking</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:01:35.298Z","viewCount":4,"createdAt":"2026-05-30T14:01:35.298Z","updatedAt":"2026-05-30T14:01:35.298Z"},{"id":415,"slug":"mistral-voxtral","name":"Mistral Voxtral","website":"https://mistral.ai/news/voxtral","hqLocation":"Paris, France","foundedYear":2023,"category":["speech-to-text","text-to-speech","audio-ai","open-weight-models","foundation-models"],"description":"Voxtral is a family of open-weight audio AI models developed by Paris-based Mistral AI, encompassing speech-to-text (ASR = Automatic Speech Recognition), speech understanding, and text-to-speech (TTS) capabilities. First released in July 2025 as Mistral's debut audio model line, the family has expanded to include Voxtral Transcribe 2 (February 2026) and Voxtral TTS (March 2026), positioned as lower-cost open alternatives to closed providers such as OpenAI Whisper and ElevenLabs.","fundingTotal":"$3B+","latestValuation":"$13.8B","revenueArr":"~$100M-$200M (Mistral AI parent, reported)","profitabilityStatus":"unprofitable","headcount":"~500-1,093 (Mistral AI parent)","status":"active","tier":"master-list","whoIsBehind":"Arthur Mensch (CEO/co-founder), Guillaume Lample (Chief Scientist/co-founder), Timothée Lacroix (CTO/co-founder)","pricingTier":"Usage-based API: Voxtral transcription from $0.001/min; Voxtral Mini Transcribe V2 $0.003/min; Voxtral Realtime $0.006/min; Voxtral TTS $0.016 per 1k characters. Open weights free under Apache 2.0 or CC BY-NC 4.0.","notes":"Voxtral originally launched July 15, 2025 with Voxtral Small (24B) and Voxtral Mini (3B) under Apache 2.0. Voxtral Transcribe 2 (Mini Transcribe V2 + Realtime) launched February 4, 2026, expanding language support to 13 and adding speaker diarization, context biasing and sub-200ms streaming latency. Voxtral TTS launched March 26, 2026 as a 4B-parameter multilingual text-to-speech model under CC BY-NC 4.0. Parent Mistral AI raised a €1.7B Series C in September 2025 led by ASML (€1.3B for ~11% stake) at a €11.7B/$13.8B valuation, and added $830M in debt financing in March 2026. CMA CGM is a notable customer using Voxtral for media workflows.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T01:24:19.722Z","viewCount":5,"createdAt":"2026-05-24T02:20:04.088Z","updatedAt":"2026-05-30T01:24:19.722Z"},{"id":308,"slug":"parloa","name":"Parloa","website":"https://www.parloa.com","hqLocation":"Berlin, Germany","foundedYear":null,"category":["enterprise-agents"],"description":"AI-powered customer-service automation platform. Enables enterprises to automate call-center workflows, routing, self-service, and agent assistance using conversational AI across multiple languages and channels.","fundingTotal":null,"latestValuation":"$2B+","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Preparing Series X funding (~$200M target, preparing for $2B+ valuation, Dec 2025)","pricingTier":"enterprise","notes":"European enterprise AI leader. Strong traction with retailers and logistics providers. 2026 funding round in discussion would mark major validation. Represents non-US AI flagship competing with US incumbents.","sourceConfidence":"estimated","lastResearchedAt":"2026-05-24T02:00:37.082Z","viewCount":3,"createdAt":"2026-05-24T02:00:37.082Z","updatedAt":"2026-05-24T02:00:37.082Z"},{"id":10,"slug":"runway","name":"Runway","website":"https://runwayml.com","hqLocation":"New York, NY, USA","foundedYear":2018,"category":["generative-ai","video-generation","ai-research","creative-tools","world-models","image-generation","design-creative","ai-infrastructure"],"description":"Runway is a New York-based applied artificial intelligence research company that develops generative video models and creative tools used by filmmakers, advertisers, and enterprises. Founded in 2018, it is best known for its Gen series of text-to-video and image-to-video models (Gen-1 through Gen-4.5), the Aleph video editing model, and its expansion into 'world models' such as GWM-1 for simulating physical environments.","fundingTotal":"$860M","latestValuation":"$5.3B","revenueArr":"$300M ARR (Annual Recurring Revenue, reported target for end of 2025)","profitabilityStatus":"Not profitable ($155M EBITDA loss 2024)","headcount":"~140","status":"active","tier":"deep-profile","whoIsBehind":"Co-founders Cristóbal Valenzuela (CEO), Alejandro Matamala Ortiz, and Anastasis Germanidis","pricingTier":"Freemium with paid subscription tiers (credits-based) plus Enterprise plans","notes":"In February 2026, Runway raised a $315M Series E led by General Atlantic at a $5.3B valuation, with participation from Nvidia, Adobe Ventures, AMD Ventures, Fidelity, and AllianceBernstein, bringing total funding to $860M since 2018. The company released its first world model, GWM-1, in December 2025, alongside its Gen-4.5 video model. Runway has partnerships with Lionsgate (custom model trained on the studio's catalog), Imax (screening AI films), and CoreWeave (compute capacity), and reportedly rejected a takeover bid from Meta in 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-23T16:24:50.164Z","viewCount":10,"createdAt":"2026-05-23T15:02:11.412Z","updatedAt":"2026-05-23T16:24:50.164Z"},{"id":557,"slug":"quantum-systems","name":"Quantum Systems","website":"https://quantum-systems.com","hqLocation":"Gilching, Germany / Moorpark, California, USA","foundedYear":2015,"category":["robotics-physical","defense-government"],"description":"Quantum Systems develops AI-powered electric vertical take-off and landing (eVTOL) unmanned aerial systems for defense, intelligence, and commercial applications. The company provides modular, dual-use drones with autonomous capabilities for aerial reconnaissance, surveillance, and data collection.","fundingTotal":"$310M+","latestValuation":"€3B ($3.5B)","revenueArr":"Not disclosed","profitabilityStatus":"Private","headcount":"~200+","status":"active","tier":"master-list","whoIsBehind":"Florian Seibel (co-founder, ex-Bundeswehr), Sven Kruck (co-CEO), backed by Peter Thiel","pricingTier":"enterprise","notes":"Raised €180M Series C (Nov 2025) at €3B valuation, tripling from May round. Led by Balderton Capital with Airbus Defense & Space, Hensoldt participation. Expanded U.S. presence and achieving rapid production scale.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:12:37.101Z","viewCount":8,"createdAt":"2026-05-28T15:12:37.101Z","updatedAt":"2026-05-28T15:12:37.101Z"},{"id":341,"slug":"relativity-space","name":"Relativity Space","website":"https://relativity.space","hqLocation":"Long Beach, California, USA","foundedYear":2015,"category":["robotics-physical","ai-infrastructure"],"description":"Relativity Space is an aerospace company using 3D printing, automation, and artificial intelligence to design and manufacture reusable rockets. The company leverages proprietary metal additive manufacturing and autonomous robotics to build rockets with 100 times fewer parts, significantly reducing supply chain complexity and production timelines.","fundingTotal":"$1.34B+","latestValuation":"$4.2B","revenueArr":null,"profitabilityStatus":null,"headcount":"~1,702","status":"active","tier":"master-list","whoIsBehind":"Eric Schmidt (CEO, Chairman, controlling investor as of 2025), Tim Ellis (co-founder, board member), Jordan Noone (co-founder)","pricingTier":"enterprise","notes":"Raised $1.34B over 8 funding rounds. Recent major shift: Eric Schmidt invested controlling stake (~50%) in early 2025 and became CEO/Chairman, signaling plans for orbital AI data centers. Terran R reusable launch vehicle expected 2026. ~$3B in signed launch contracts.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:05:48.120Z","viewCount":5,"createdAt":"2026-05-24T02:05:48.120Z","updatedAt":"2026-05-24T02:05:48.120Z"},{"id":449,"slug":"maximor","name":"Maximor","website":"https://maximor.ai","hqLocation":"New York, United States","foundedYear":2025,"category":["enterprise-agents","legal-finance"],"description":"Maximor is an AI-native finance automation platform built for mid-market and enterprise companies that uses AI agents to replace manual Excel-based financial workflows. The platform automates account reconciliation, journal entry preparation, contract parsing for revenue allocation, close checklists, and audit-ready reporting.","fundingTotal":"$9M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"18","status":"active","tier":"master-list","whoIsBehind":"Co-founders Ramnandan Krishnamurthy (CEO) and Ajay Krishna Amudan (CTO), both ex-Microsoft; angels include CFOs from Ramp, Gusto, MongoDB; institutional: Gaia Ventures, Boldcap","pricingTier":"enterprise","notes":"Emerged from stealth with $9M seed (Sep 2025). Integrates directly with ERPs, CRMs, billing platforms, and banks. Early adopter Rently reported 50% reduction in close time. Targets mid-market enterprises with $50M+ revenue.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:29:04.733Z","viewCount":6,"createdAt":"2026-05-24T02:29:04.733Z","updatedAt":"2026-05-24T02:29:04.733Z"},{"id":465,"slug":"runway-ml","name":"Runway ML","website":"https://runwayml.com","hqLocation":"New York, USA","foundedYear":2018,"category":["video-generation","image-generation","design-creative","foundation-models"],"description":"<cite index=\"8-26,8-27\">Runway ML, Inc. is an American company headquartered in New York City that specializes in generative artificial intelligence research and technologies, primarily focused on creating products for generating videos, images, and various multimedia content through developing commercial text-to-video and video generative AI models.</cite>","fundingTotal":"$1.05B","latestValuation":"$5.3B","revenueArr":"~$300M projected 2025","profitabilityStatus":null,"headcount":"~140","status":"active","tier":"master-list","whoIsBehind":"Cristóbal Valenzuela, Alejandro Matamala-Ortiz, Anastasis Germanidis","pricingTier":"freemium | enterprise","notes":"<cite index=\"2-1,2-3\">Runway raised $315M Series E in Feb 2026 at $5.3B valuation, nearly doubling its prior valuation, with funds enabling pre-training of next-generation world models.</cite> <cite index=\"2-7,2-8\">Gen 4.5 outperforms OpenAI and Google video generation offerings on several benchmarks, earning significant credibility within the AI industry.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:31:53.334Z","viewCount":6,"createdAt":"2026-05-24T02:31:53.334Z","updatedAt":"2026-05-24T02:31:53.334Z"},{"id":423,"slug":"realm-ai","name":"Realm AI","website":"https://useream.ai","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["sales-crm","writing-content"],"description":"Realm AI is a sales automation platform that uses AI agents to generate RFP responses, security questionnaires, and business cases. The platform organizes fragmented enterprise data into a structured context graph, enabling agents to produce high-quality collateral with minimal human edits.","fundingTotal":"$4.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~12","status":"active","tier":"master-list","whoIsBehind":"Pre-seed round led by top-tier angels and early backers","pricingTier":"enterprise","notes":"Seed round $4.5M (April 2026). Inspired by Cursor/Claude Code productivity gains for enterprise sales. Integrates Slack, CRM, AI assistants.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:23:53.920Z","viewCount":8,"createdAt":"2026-05-24T02:23:53.920Z","updatedAt":"2026-05-24T02:23:53.920Z"},{"id":626,"slug":"dataprophet","name":"DataProphet","website":"https://dataprophet.com","hqLocation":"Cape Town, South Africa","foundedYear":2014,"category":["manufacturing","data-analytics","ai-infrastructure"],"description":"DataProphet provides prescriptive AI and industrial intelligence platforms for manufacturing process optimization, defect reduction, and autonomous production guidance. The system enables manufacturers to improve Overall Equipment Effectiveness (OEE) without requiring data science expertise, combining machine learning with domain knowledge for real-time optimization.","fundingTotal":"$16M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"11-50","status":"active","tier":"master-list","whoIsBehind":"Backed by Knife Capital, Industrial Development Corporation, Norican Group, Yale Africa Startup Review; Series A 2022","pricingTier":"enterprise","notes":"South African deep-tech spinout focused on manufacturing AI; operates in understaffed market with strong unit economics signals. Demonstrates geographic diversity in industrial AI innovation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:28:24.387Z","viewCount":6,"createdAt":"2026-05-28T15:28:24.387Z","updatedAt":"2026-05-28T15:28:24.387Z"},{"id":575,"slug":"noetik","name":"Noetik","website":"https://www.noetik.ai","hqLocation":"San Francisco, California","foundedYear":2022,"category":["drug-discovery","healthcare"],"description":"AI company building biological foundation models trained on human tissue data for translational research. Generates multimodal data from primary human tissue samples and trains models to predict clinical outcomes in cancer and other diseases, bridging the gap between molecular data and human efficacy.","fundingTotal":"$100M+ (estimated total Series A)","latestValuation":"~$400-600M (estimated)","revenueArr":null,"profitabilityStatus":null,"headcount":"~60-80 (estimated)","status":"active","tier":"master-list","whoIsBehind":"Ron Alfa (MD, PhD, CEO); founded 2022; backers include GSK partnership (2026), major pharma collaborations","pricingTier":"enterprise","notes":"Announced multi-year collaboration with GSK (Jan 2026) to develop biological foundation models for cancer clinical outcome prediction. Focus on filling gap in human translational data vs. public protein datasets. Heavy academic/pharma validation model.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:17:22.817Z","viewCount":4,"createdAt":"2026-05-28T15:17:22.817Z","updatedAt":"2026-05-28T15:17:22.817Z"},{"id":553,"slug":"diligent-robotics","name":"Diligent Robotics","website":"https://www.diligentrobots.com","hqLocation":"Austin, Texas, USA (acquired by Serve Robotics)","foundedYear":2017,"category":["robotics-physical","healthcare"],"description":"Austin-based pioneer in socially intelligent mobile manipulation for healthcare. Moxi robot automates hospital logistics (supply/medication delivery, lab transport) with 110,000+ autonomous elevator rides, 1.25M+ total deliveries, and deployment across 25+ US hospital facilities. Acquired by Serve Robotics (Jan 2026) to expand indoor autonomy platform.","fundingTotal":"$70.3M","latestValuation":null,"revenueArr":"$200k–$400k per hospital/year (reported)","profitabilityStatus":null,"headcount":"217 (at acquisition)","status":"acquired","tier":"master-list","whoIsBehind":"Andrea Thomaz (CEO, 20-year AI vet), Vivian Chu (CTO)","pricingTier":"enterprise","notes":"Acquired by Serve Robotics (Jan 2026) in first indoor expansion of Serve's autonomy stack. Raised $25M Series C (Sept 2023, led by Canaan). Moxi deployed at 25+ hospitals; nearly 100 robots operating 24/7. Achieved 110K autonomous elevator rides (Q4 2024), unmatched by competitors. Mobile manipulation + social intelligence + human-guided learning in real clinical environments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-28T15:11:59.277Z","viewCount":7,"createdAt":"2026-05-28T15:11:59.277Z","updatedAt":"2026-05-28T15:11:59.277Z"},{"id":797,"slug":"artificial-intelligence-underwriting-company-aiuc","name":"Artificial Intelligence Underwriting Company (AIUC)","website":"https://www.aiuc.com","hqLocation":"San Francisco, USA","foundedYear":2024,"category":["legal-finance"],"description":"Builds confidence infrastructure for AI agents through standards, audits, and insurance. Offers AIUC-1 certification framework and risk assessment tied to liability coverage, enabling enterprises to deploy AI agents safely.","fundingTotal":"$15M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Rune Kvist (ex-Anthropic), Brandon Wang (Thiel Fellow), Rajiv Dattani (ex-McKinsey, ex-METR COO); led by Nat Friedman (NFDG)","pricingTier":"enterprise","notes":"Emerged from stealth July 2025 with $15M seed round from NFDG, Emergence, Terrain, Anthropic co-founder Ben Mann. Claims largest seed round in insurance history, covering up to $50M in AI agent losses.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:45.352Z","viewCount":4,"createdAt":"2026-05-30T14:05:45.352Z","updatedAt":"2026-05-30T14:05:45.352Z"},{"id":697,"slug":"kargo","name":"Kargo","website":"https://www.kargo.ai","hqLocation":"USA","foundedYear":2020,"category":["robotics-physical","ai-infrastructure"],"description":"Uses computer vision AI to automate loading dock operations. Verifies shipments against orders in real-time, immediately notifying operators of discrepancies like overages, shortages, or damage. AI-driven dock automation reduces manual effort while improving shipping accuracy and inventory integrity.","fundingTotal":"Series A+, estimated $20-30M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"30-50 estimated","status":"active","tier":"master-list","whoIsBehind":"team with dock automation and computer vision expertise","pricingTier":"enterprise","notes":"Deployed at Armada and other major supply chain companies. Achieves 30-50% improvement in inventory integrity. Solves critical warehouse dock bottleneck through real-time verification and automated exception handling.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:52:59.568Z","viewCount":4,"createdAt":"2026-05-30T13:52:59.568Z","updatedAt":"2026-05-30T13:52:59.568Z"},{"id":775,"slug":"affinda","name":"Affinda","website":"https://www.affinda.com","hqLocation":"Melbourne, Australia","foundedYear":2012,"category":["ai-infrastructure","data-analytics"],"description":"AI-powered document processing and intelligent data extraction platform that automates high-volume document workflows including resume parsing, contract analysis, and compliance management. Serves over 1,500 customers across 75 countries with 150-200% ARR growth.","fundingTotal":"$25M+","latestValuation":"$220M","revenueArr":"~$15-20M estimated","profitabilityStatus":"Strong unit economics, not disclosed","headcount":"~100","status":"active","tier":"master-list","whoIsBehind":"Tim Toner (CEO), Dr Ben Toner (Chief Scientist); backed by Paul Little, Ashok Jacob, Greg Ellis","pricingTier":"api","notes":"Raised $25M Series B in Feb 2026 after $10M Series A in Jun 2024 ($120M valuation). Made first acquisition of Pathfindr AI training startup for $15M in 2025. Named Deloitte Tech Fast 50 #26 and Australian Growth Company Award winner 2024.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:02:41.051Z","viewCount":4,"createdAt":"2026-05-30T14:02:41.051Z","updatedAt":"2026-05-30T14:02:41.051Z"},{"id":932,"slug":"sympower","name":"Sympower","website":"https://www.sympower.com","hqLocation":"Amsterdam, Netherlands","foundedYear":2015,"category":["ai-infrastructure","enterprise-agents"],"description":"AI-powered energy flexibility platform optimizing distributed energy resources and battery storage at grid scale. Manages 2.7GW of flexible assets across Europe for demand-side flexibility, grid balancing, and renewable integration. Serves data centers, industrial users, and utilities.","fundingTotal":"$85.3M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"210+","status":"active","tier":"master-list","whoIsBehind":"Simon Bushell (Founder/CEO), Georg Rute (Co-founder, Imperial College alumni)","pricingTier":"enterprise","notes":"Raised €42M Series B (including €19M extension in Sept 2025 from PGGM). Extended Series B brought total to €42M. Managing 2.7GW of flexible assets across 10+ European countries. Recently acquired Flextools (Dec 2024). Strong positioning in BESS optimization and grid stability for energy transition.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:26:12.513Z","viewCount":4,"createdAt":"2026-05-30T14:26:12.513Z","updatedAt":"2026-05-30T14:26:12.513Z"},{"id":895,"slug":"eon","name":"Eon","website":"https://www.eon.dev","hqLocation":"Tel Aviv, Israel","foundedYear":2023,"category":["ai-infrastructure","data-analytics"],"description":"Cloud backup and AI analytics platform that automates backups and transforms dormant databases into actionable insights. Called 'the next Wiz' for its rapid fundraising trajectory and high-caliber team of AWS veterans.","fundingTotal":"$500M+","latestValuation":"$4B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Ofir Ehrlich (founding team member)","pricingTier":"enterprise","notes":"Raised $300M Series D at $4B valuation in Dec 2025. Emerged from stealth with $127M funding. AWS alumni-led team. Positioned in rapidly growing cloud backup + generative AI intersection.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:19:18.662Z","viewCount":4,"createdAt":"2026-05-30T14:19:18.662Z","updatedAt":"2026-05-30T14:19:18.662Z"},{"id":827,"slug":"zscaler","name":"Zscaler","website":"https://www.zscaler.com","hqLocation":"San Jose, United States","foundedYear":2007,"category":["ai-infrastructure","enterprise-agents"],"description":"Cloud-native Zero Trust security platform with AI-driven threat detection and response. Zscaler's AI Guard, SOC automation, and AI Guardrails for GenAI/PrivateAI secure enterprise adoption of AI at scale.","fundingTotal":"Public (IPO 2018)","latestValuation":"$10B+","revenueArr":"$3.2B ARR (growing 25%+ YoY)","profitabilityStatus":"Approaching profitability; Non-GAAP ops margin 22% in Q4 FY2025","headcount":"2500+","status":"active","tier":"master-list","whoIsBehind":"Jay Chaudhry (Chairman & CEO)","pricingTier":"enterprise","notes":"Acquired Red Canary (May 2025) for MDR capabilities. Launched AI Guard and AI Guardrails for GenAI/PrivateAI security. ARR crossed $3.2B milestone in FY2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:13.164Z","viewCount":4,"createdAt":"2026-05-30T14:09:13.164Z","updatedAt":"2026-05-30T14:09:13.164Z"},{"id":829,"slug":"zanskar","name":"Zanskar","website":"https://www.zanskar.com","hqLocation":"Salt Lake City, USA","foundedYear":2019,"category":["ai-infrastructure","energy-grid"],"description":"<cite index=\"34-12,35-1\">Zanskar uses artificial intelligence to streamline the exploration and development process for geothermal, leveraging AI to improve geothermal discovery and development</cite>. <cite index=\"35-4\">The company has six power plants of 20 megawatts each in the pipeline, expected to reach commercial operations within the next three to four years</cite>.","fundingTotal":"$180M","latestValuation":"undisclosed","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Carl Hoiland (CEO), Joel Edwards (CTO)","pricingTier":"enterprise","notes":"<cite index=\"35-8\">Zanskar's Series C of $115 million was oversubscribed and capped to avoid diluting current investors' ownership</cite>. <cite index=\"37-11,37-12\">The company uncovered a blind geothermal system in the western Nevada desert, the first blind system identified as a commercial prospect in over 30 years</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:09:44.448Z","viewCount":3,"createdAt":"2026-05-30T14:09:44.448Z","updatedAt":"2026-05-30T14:09:44.448Z"},{"id":863,"slug":"smart-robotics","name":"Smart Robotics","website":"https://www.smart-robotics.eu","hqLocation":"Netherlands","foundedYear":2015,"category":["robotics-physical","ai-infrastructure"],"description":"Europe's leading full-stack AI pick-and-place platform for intralogistics. Combines robotic arms with proprietary AI control system for handling diverse products at scale, achieving 99.5% uptime and up to 1,000 picks/hour.","fundingTotal":"€20M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Heico Sandee (founder), Felix Schmidt (Co-CEO)","pricingTier":"enterprise","notes":"Raised €10M in 2026 as sole European AI pick-and-place platform with >1 billion real-world robotic picks across 120+ systems. Differentiator: extensive real-world training data and software-hardware integration focus.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:13:24.025Z","viewCount":4,"createdAt":"2026-05-30T14:13:24.025Z","updatedAt":"2026-05-30T14:13:24.025Z"},{"id":814,"slug":"kindred-systems","name":"Kindred Systems","website":"https://www.kindredsystems.com","hqLocation":"Toronto, Canada","foundedYear":2014,"category":["robotics-physical","ai-infrastructure"],"description":"AI for intelligent robots solving real-world problems in e-commerce supply chains. Develops machine learning and computer vision systems enabling robots to operate in messy, complex, changing warehouse environments.","fundingTotal":"$79M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"150+ estimated","status":"active","tier":"master-list","whoIsBehind":"Founded by AI and robotics researchers from University of Toronto","pricingTier":"enterprise","notes":"Raised $79M+ to build AI for warehouse automation. Explicitly cited as solving problems in e-commerce supply chains. Focuses on embodied AI enabling robots to learn in dynamic fulfillment environments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:07:15.803Z","viewCount":4,"createdAt":"2026-05-30T14:07:15.803Z","updatedAt":"2026-05-30T14:07:15.803Z"},{"id":794,"slug":"ambyint","name":"Ambyint","website":"https://www.ambyint.com","hqLocation":"Calgary, Alberta","foundedYear":2004,"category":["ai-infrastructure","enterprise-agents"],"description":"AI-driven platform for artificial lift optimization in oil and gas, using predictive analytics and IoT sensors to autonomously optimize well production and reduce operational costs. Combines physics-based techniques with machine learning to increase production while reducing GHG emissions.","fundingTotal":"$26.5M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~40","status":"active","tier":"master-list","whoIsBehind":"Founded by Nav Dhunay; investors include Mercury Fund, BDC Capital, Accelerate Fund III, GE Ventures, Statoil Technology Invest","pricingTier":"enterprise","notes":"Closed Series B in November 2023 with BDC Capital and Accelerate Fund III joining existing investors. Recently relocated HQ from Houston to Calgary. Key wins with major operators like Chord Energy deploying platform across 2,500+ wells.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:05:14.324Z","viewCount":4,"createdAt":"2026-05-30T14:05:14.324Z","updatedAt":"2026-05-30T14:05:14.324Z"},{"id":434,"slug":"safe-superintelligence-inc-ssi","name":"Safe Superintelligence Inc. (SSI)","website":"https://ssi.inc","hqLocation":"Palo Alto, USA; Tel Aviv, Israel","foundedYear":2024,"category":["foundation-models","ai-safety","ai-infrastructure"],"description":"Safety-focused frontier AI research lab co-founded by former OpenAI chief scientist Ilya Sutskever. Singular mission: develop safe superintelligent AI systems with all resources aligned to AGI research and safety, avoiding premature commercialization.","fundingTotal":"$3.0B","latestValuation":"$32.0B","revenueArr":null,"profitabilityStatus":"Pre-revenue (research focused)","headcount":"~50","status":"active","tier":"master-list","whoIsBehind":"Ilya Sutskever (former OpenAI chief scientist), Daniel Gross (ex-Apple), Daniel Levy (former OpenAI researcher)","pricingTier":null,"notes":"Raised $1B at $5B valuation (Sept 2024), then $2B at $32B (April 2025). Alphabet/Google partnership for TPU access. Meta acquisition attempt rebuffed.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:27:06.229Z","viewCount":5,"createdAt":"2026-05-24T02:27:06.229Z","updatedAt":"2026-05-24T02:27:06.229Z"},{"id":965,"slug":"4paradigm","name":"4Paradigm","website":"https://en.4paradigm.com/","hqLocation":"Beijing, China","foundedYear":2014,"category":["enterprise-agents","data-analytics","ai-infrastructure"],"description":"<cite index=\"38-1,38-2,38-3\">4Paradigm is a Chinese company publicly listed in Hong Kong that focuses on providing AI tools and applications, founded in 2014 by several former employees of Huawei's AI division.</cite> <cite index=\"39-2,39-3\">It operates as a provider of enterprise-level AI solutions and machine learning platforms across big data analytics, AI infrastructure, business intelligence and AI.</cite>","fundingTotal":"$1.07B (7 rounds)","latestValuation":"$2.6B (est. 2026, post-IPO)","revenueArr":"~$834M TTM (2025)","profitabilityStatus":"Operating at slight loss; EPS -$0.05 (12-month)","headcount":"924","status":"active","tier":"master-list","whoIsBehind":"Dai Wenyuan (CEO, co-founder)","pricingTier":"enterprise","notes":"<cite index=\"38-11,38-12\">On 28 September 2023, 4Paradigm completed its IPO on the Hong Kong Stock Exchange, raising HKD 1.02 billion (US$130 million).</cite> <cite index=\"41-22\">The company achieved revenue of RMB 3.2 billion in the first three quarters of 2024, marking a 26.1% year-on-year increase.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:33:44.102Z","viewCount":4,"createdAt":"2026-05-30T14:33:44.102Z","updatedAt":"2026-05-30T14:33:44.102Z"},{"id":942,"slug":"splice-with-kits-ai-acquisition","name":"Splice (with Kits AI acquisition)","website":"https://www.splice.com","hqLocation":"New York, USA","foundedYear":2013,"category":["ai-infrastructure","music-content","voice-audio-music"],"description":"Music creation platform combining royalty-free sample library (3M+ licensed sounds) with AI tools. Recent acquisitions (Spitfire Audio $50M Apr 2025, Kits AI Jan 2026) position it as a comprehensive music production ecosystem with ethical AI voice cloning, stem generation, and sample variation tools trained on licensed data.","fundingTotal":"$164M","latestValuation":"$500M (2021 Series D)","revenueArr":null,"profitabilityStatus":"private, subscription + rent-to-own model","headcount":"349","status":"active","tier":"master-list","whoIsBehind":"Steve Martocci (founder/CEO), Kakul Srivastava (CEO as of recent years)","pricingTier":"freemium | api | enterprise","notes":"Series D $55M (2021, Goldman Sachs). Strategic acquirer in AI music space: Spitfire Audio ($50M, Apr 2025), Kits AI (Jan 2026). UMG partnership (Dec 2025) for next-gen AI tools. Launched Variations, Craft, Magic Fit (Apr 2026) with creator royalty payouts.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:27:11.827Z","viewCount":4,"createdAt":"2026-05-30T14:27:11.827Z","updatedAt":"2026-05-30T14:27:11.827Z"},{"id":856,"slug":"climax-foods","name":"Climax Foods","website":"https://climaxfoods.com","hqLocation":"Berkeley, California, USA","foundedYear":2019,"category":["ai-infrastructure"],"description":"<cite index=\"11-3\">Climax Foods is using data science and machine intelligence to announce the discovery of the first-ever plant-based protein ingredient replicating the functional performance, in particular the melt and stretch of the dairy protein casein.</cite> <cite index=\"14-9\">The company secured $50 million in Series B funding, led by Valor Equity Partners and Prelude Ventures.</cite> <cite index=\"14-10\">Climax Foods has attracted investment from high-profile figures like Bill Gates and Mark Cuban.</cite>","fundingTotal":"$50M+ (Series B confirmed)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Oliver Zahn (CEO/founder, Harvard-trained astrophysicist)","pricingTier":"enterprise","notes":"<cite index=\"14-7,14-8\">The company has partnered strategically with Danone to develop innovative plant-based cheese products. Climax Foods successfully debuted Climax Reserve, a gourmet plant-based cheese line, showcasing its technology's commercial viability.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:12:52.816Z","viewCount":3,"createdAt":"2026-05-30T14:12:52.816Z","updatedAt":"2026-05-30T14:12:52.816Z"},{"id":888,"slug":"huawei-pangu-huawei-cloud-pangu-models","name":"Huawei Pangu (Huawei Cloud Pangu Models)","website":"https://www.huaweicloud.com/intl/en-us/product/pangu.html","hqLocation":"Shenzhen, China","foundedYear":2021,"category":["foundation-models","enterprise-agents","ai-infrastructure"],"description":"<cite index=\"19-19,19-20\">Huawei PanGu is a multimodal large language model developed by Huawei and officially launched in July 2021.</cite> <cite index=\"23-1,23-2\">Huawei Cloud released Pangu Models 5.5, a 718-billion parameter AI platform designed specifically for industrial applications across manufacturing, agriculture, and scientific research, with applications that have delivered measurable productivity gains across more than 500 scenarios in over 30 industries.</cite> <cite index=\"26-25,26-26,26-28\">The Pangu models are designed for ToB markets and feature a three-layer architecture—L0 comprises five foundation models, L1 includes industry-tailored models, and L2 targets scenario-specific models.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Huawei Cloud (division of Huawei Technologies)","pricingTier":"enterprise","notes":"<cite index=\"19-8\">On June 30, 2025, Huawei has open-sourced its Pangu models as openPangu AI models, including a 7-billion-parameter openPangu model and a 72-billion-parameter openPangu Pro MoE model.</cite> <cite index=\"27-9\">Huawei Cloud Pangu Models have been applied in more than 30 industries and 400 scenarios.</cite>","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:18:17.442Z","viewCount":4,"createdAt":"2026-05-30T14:18:17.442Z","updatedAt":"2026-05-30T14:18:17.442Z"},{"id":389,"slug":"advanced-machine-intelligence-ami","name":"Advanced Machine Intelligence (AMI)","website":"https://www.ami-labs.ai","hqLocation":"Paris, France","foundedYear":2025,"category":["foundation-models"],"description":"AI research lab founded by Yann LeCun (former Meta chief AI scientist) developing world models and reasoning-based AI systems designed to learn structured representations of real-world environments and plan behavior sequences for robotics and complex applications.","fundingTotal":"$1.03B","latestValuation":"$3.5B","revenueArr":null,"profitabilityStatus":"research stage","headcount":"small team","status":"active","tier":"master-list","whoIsBehind":"Yann LeCun (chairman, Turing Award winner), Alex LeBrun (CEO, ex-Meta, ex-Nabla)","pricingTier":null,"notes":"March 2026 seed round ($1.03B) co-led by Cathay Innovation, Greycroft, Hiro Capital, HV Capital, Bezos Expeditions; Europe's largest seed round ever; no commercial product expected for ~5 years.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:15:10.398Z","viewCount":6,"createdAt":"2026-05-24T02:15:10.398Z","updatedAt":"2026-05-24T02:15:10.398Z"},{"id":303,"slug":"agility-robotics","name":"Agility Robotics","website":"https://www.agilityrobotics.com","hqLocation":"Salem, Oregon, USA","foundedYear":2015,"category":["robotics-physical"],"description":"Develops bipedal humanoid robots for logistics and warehouse automation. Digit, its flagship robot, is the only commercially deployed humanoid in large-scale operations, performing tasks like tote consolidation and box handling autonomously in human-designed spaces.","fundingTotal":"$688M+","latestValuation":"$2.12B","revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded by Jonathan Hurst, Damion Shelton, Mikhail Jones; CEO Peggy Johnson (ex-Microsoft); backed by DCVC, SoftBank, Amazon Industrial Innovation Fund, WP Global","pricingTier":"enterprise","notes":"Series C-3 ($400M, Jun 2025) at $2.12B valuation. ~100 Digit units deployed at Amazon, Spanx, GXO. Recent upgrades include 4-hour battery, autonomous docking, improved dexterity. Only commercial-stage bipedal humanoid.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:00:36.652Z","viewCount":6,"createdAt":"2026-05-24T02:00:36.652Z","updatedAt":"2026-05-24T02:00:36.652Z"},{"id":911,"slug":"federato","name":"Federato","website":"https://federato.ai/","hqLocation":"San Francisco, USA","foundedYear":2022,"category":["legal-finance"],"description":"AI-native insurance platform for full policy lifecycle: underwriting, risk assessment, and portfolio management. Raised $100M Series D (Q4 2025) at high valuation, focusing on RiskOps for carriers and MGAs.","fundingTotal":"$80M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Founded 2022; Series D round led by major institutional investors","pricingTier":"enterprise","notes":"<cite index=\"1-45\">Federato raised $100 mn in Series D funding</cite>. Platform streamlines underwriting processes for insurance carriers, MGAs and MGUs with AI-powered risk analysis.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:21:59.241Z","viewCount":3,"createdAt":"2026-05-30T14:21:59.241Z","updatedAt":"2026-05-30T14:21:59.241Z"},{"id":920,"slug":"pillar","name":"Pillar","website":"https://getpillar.io","hqLocation":"Italy","foundedYear":2025,"category":["enterprise-agents","productivity-workflow"],"description":"<cite index=\"21-5,21-6\">Pillar is building a software platform designed to modernise construction operations and financial management, providing contractors with an AI-powered operating system that automates administrative and back-office processes including quote generation, margin tracking, workforce management, and reporting</cite>.","fundingTotal":"€15.2M","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"Gabriel Guinea Montalvo (CEO, co-founder)","pricingTier":"enterprise","notes":"<cite index=\"21-1,21-3\">Pillar's total funding reached €15.2 million less than eight months after its public launch</cite>. <cite index=\"21-13\">The company plans to broaden its platform with additional modules covering procurement, tender management, subcontractor coordination, banking, and related construction services</cite>.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:23:14.023Z","viewCount":5,"createdAt":"2026-05-30T14:23:14.023Z","updatedAt":"2026-05-30T14:23:14.023Z"},{"id":822,"slug":"spott","name":"Spott","website":"https://spott.ai","hqLocation":"Location undisclosed","foundedYear":null,"category":["enterprise-agents"],"description":"<cite index=\"10-1,10-3\">Spott is the first AI-native ATS/CRM for recruiting & staffing firms; it combines everything recruiting firms need, from a full ATS & CRM to AI agents across the entire workflow, into one AI-native solution.</cite> <cite index=\"10-4\">It enables recruiters to focus on what matters most and close more placements.</cite>","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Y Combinator-backed AI-native platform purpose-built for staffing and recruiting agencies with integrated AI agents across the entire workflow. <cite index=\"24-28,24-29\">Features AI matching that ranks candidate database against job criteria and forward-looking task management; client portal lets hiring managers review shortlisted candidates and track pipeline status in real time.</cite>","sourceConfidence":"estimated","lastResearchedAt":"2026-05-30T14:08:19.962Z","viewCount":3,"createdAt":"2026-05-30T14:08:19.962Z","updatedAt":"2026-05-30T14:08:19.962Z"},{"id":463,"slug":"ai2-incubator","name":"AI2 Incubator","website":"https://www.ai2incubator.com","hqLocation":"Seattle, Washington, USA","foundedYear":2014,"category":["foundation-models","productivity-workflow"],"description":"AI2 Incubator is an early-stage startup incubator and venture arm of the Allen Institute for AI (Ai2), a nonprofit research institute founded by Microsoft co-founder Paul Allen. The incubator co-founds and mentors AI-first companies, providing capital, cloud credits, and access to frontier AI research.","fundingTotal":"$80M (Fund III, closed 2025)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~10 managing directors/technical staff per public sources","status":"active","tier":"master-list","whoIsBehind":"Jacob Colker (Managing Director), Oren Etzioni (Technical Director), Vu Ha (Technical Director)","pricingTier":"enterprise","notes":"Closed $80M Fund III (2025) to support ~70 ventures over 4 years. Prior results: 90% of 50+ portfolio companies raised venture funding; 24% acquired (Apple, DocuSign, Thomson Reuters, Baidu). Recent notable alumni: Lexion (acquired Docusign, $165M), Ozette (biotech data), Vercept (desktop automation), Casium (immigration processing).","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T02:30:57.202Z","viewCount":5,"createdAt":"2026-05-24T02:30:57.202Z","updatedAt":"2026-05-24T02:30:57.202Z"},{"id":750,"slug":"witnessai","name":"WitnessAI","website":"https://witness.ai","hqLocation":"Mountain View, USA","foundedYear":2023,"category":["ai-infrastructure","defense-government"],"description":"Unified AI security and governance platform providing network-level visibility into every AI interaction including employees and autonomous agents. Enables policy enforcement based on behavioral intent and blocks prompt injection attacks. Serves Fortune 500 enterprises in financial services, utilities, automakers, airlines, and telcos.","fundingTotal":"$85.5M","latestValuation":null,"revenueArr":"~$40M+ run-rate (500% YoY growth in past 12 months)","profitabilityStatus":null,"headcount":"~73 employees as of Jan 2026, scaled 5x in past 12 months","status":"active","tier":"master-list","whoIsBehind":"Rick Caccia (CEO, former Palo Alto Networks/Google), Gil Spencer","pricingTier":"enterprise","notes":"Raised $58M Series B in Jan 2026 led by Sound Ventures (early OpenAI/Anthropic investor). Agentic AI governance capabilities launched with expanded observability for MCP servers and agent tool governance. Over 500% ARR growth and 5x headcount scaling signal strong market traction.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:59:59.966Z","viewCount":5,"createdAt":"2026-05-30T13:59:59.966Z","updatedAt":"2026-05-30T13:59:59.966Z"},{"id":842,"slug":"biped","name":"Biped","website":"https://biped.ai","hqLocation":"Lausanne, Switzerland","foundedYear":2022,"category":["accessibility-assistive-ai","hardware-devices"],"description":"Smart harness using computer vision and gyroscope-based obstacle detection to alert blind and visually impaired users to collision risks via audio feedback. Real-time autonomy assistance inspired by self-driving car navigation principles.","fundingTotal":"CHF 1.2M (€1.26M seed)","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":"~8","status":"active","tier":"master-list","whoIsBehind":"Maël Fabien (Founder, PhD AI EPFL)","pricingTier":"consumer","notes":"2023 seed round closed. Has already shipped first harnesses to users. Tech inspired by Maël Fabien's PhD work on AI-driven autonomous pedestrian navigation.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:11:07.647Z","viewCount":3,"createdAt":"2026-05-30T14:11:07.647Z","updatedAt":"2026-05-30T14:11:07.647Z"},{"id":721,"slug":"glidance-glide","name":"Glidance (Glide)","website":"https://glidance.io","hqLocation":"Seattle, USA","foundedYear":2021,"category":["accessibility-ai","robotics-physical","hardware-devices"],"description":"<cite index=\"31-7,31-8,31-11\">Glide is a groundbreaking assistive technology for people who are blind or have low vision with two wheels connected to the ground and an adjustable telescoping handle that physically guides users, leveraging cutting-edge AI, sensors and robotics technology purpose-built for blind and low vision mobility</cite>. <cite index=\"31-16\">Glide is the world's first autonomous, self-guided mobility aid designed for people who are blind or have low vision</cite>.","fundingTotal":null,"latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":"CEO: Amos Miller (former Microsoft Research, Soundscape founder)","pricingTier":"consumer | enterprise","notes":"<cite index=\"31-12\">Glide was featured as a Top CES Pick on NBC's Today Show</cite> (2025). Founded by Microsoft Research veteran with 15+ years accessibility focus.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T13:56:11.627Z","viewCount":3,"createdAt":"2026-05-30T13:56:11.627Z","updatedAt":"2026-05-30T13:56:11.627Z"},{"id":1001,"slug":"ogre-ogre-at","name":"Ogre (Ogre AT)","website":"https://ogre.energy","hqLocation":"Bucharest, Romania / London, UK","foundedYear":null,"category":["energy-infrastructure","ai-infrastructure"],"description":"AI-powered energy forecasting and optimization platform generating forecasts for power generation, demand, prosumers, technical losses, EV charging and grid anomalies. Serves utilities and energy system operators across 13 countries.","fundingTotal":"$3.3M+","latestValuation":null,"revenueArr":null,"profitabilityStatus":null,"headcount":null,"status":"active","tier":"master-list","whoIsBehind":null,"pricingTier":"enterprise","notes":"Raised $3.3M in September 2024 led by Verbund Ventures. Planning Series A in Q2 2026. Active across 13 countries working with utilities and grid operators on max-grid-balance optimization.","sourceConfidence":"reported","lastResearchedAt":"2026-05-30T14:40:47.937Z","viewCount":3,"createdAt":"2026-05-30T14:40:47.937Z","updatedAt":"2026-05-30T14:40:47.937Z"}],"people":[{"id":1,"slug":"sam-altman","name":"Sam Altman","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"openai","bio":null,"socials":null},{"id":2,"slug":"greg-brockman","name":"Greg Brockman","photo":null,"roleSummary":"President","currentCompanySlug":"openai","bio":null,"socials":null},{"id":3,"slug":"sarah-friar","name":"Sarah Friar","photo":null,"roleSummary":"Chief Financial Officer","currentCompanySlug":"openai","bio":null,"socials":null},{"id":4,"slug":"dario-amodei","name":"Dario Amodei","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"anthropic","bio":null,"socials":null},{"id":5,"slug":"daniela-amodei","name":"Daniela Amodei","photo":null,"roleSummary":"President","currentCompanySlug":"anthropic","bio":null,"socials":null},{"id":6,"slug":"krishna-rao","name":"Krishna Rao","photo":null,"roleSummary":"Chief Financial Officer","currentCompanySlug":"anthropic","bio":null,"socials":null},{"id":7,"slug":"demis-hassabis","name":"Demis Hassabis","photo":null,"roleSummary":"Chief Executive Officer, Google DeepMind","currentCompanySlug":"google-deepmind","bio":null,"socials":null},{"id":8,"slug":"mark-zuckerberg","name":"Mark Zuckerberg","photo":null,"roleSummary":"Chief Executive Officer, Meta","currentCompanySlug":"meta-ai","bio":null,"socials":null},{"id":9,"slug":"alexandr-wang","name":"Alexandr Wang","photo":null,"roleSummary":"Chief AI Officer, Meta Superintelligence Labs","currentCompanySlug":"meta-ai","bio":null,"socials":null},{"id":10,"slug":"elon-musk","name":"Elon Musk","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"xai","bio":null,"socials":null},{"id":11,"slug":"jared-birchall","name":"Jared Birchall","photo":null,"roleSummary":"Chief Financial Officer","currentCompanySlug":"xai","bio":null,"socials":null},{"id":12,"slug":"arthur-mensch","name":"Arthur Mensch","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"mistral-ai","bio":null,"socials":null},{"id":13,"slug":"guillaume-lample","name":"Guillaume Lample","photo":null,"roleSummary":"Chief Science Officer","currentCompanySlug":"mistral-ai","bio":null,"socials":null},{"id":14,"slug":"timothee-lacroix","name":"Timothee Lacroix","photo":null,"roleSummary":"Chief Technology Officer","currentCompanySlug":"mistral-ai","bio":null,"socials":null},{"id":18,"slug":"aravind-srinivas","name":"Aravind Srinivas","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"perplexity","bio":null,"socials":null},{"id":19,"slug":"denis-yarats","name":"Denis Yarats","photo":null,"roleSummary":"Chief Technology Officer","currentCompanySlug":"perplexity","bio":null,"socials":null},{"id":20,"slug":"david-holz","name":"David Holz","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"midjourney","bio":null,"socials":null},{"id":21,"slug":"cristobal-valenzuela","name":"Cristobal Valenzuela","photo":null,"roleSummary":"Co-Chief Executive Officer","currentCompanySlug":"runway","bio":null,"socials":null},{"id":22,"slug":"anastasis-germanidis","name":"Anastasis Germanidis","photo":null,"roleSummary":"Co-Chief Executive Officer","currentCompanySlug":"runway","bio":null,"socials":null},{"id":23,"slug":"alejandro-matamala-ortiz","name":"Alejandro Matamala-Ortiz","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"runway","bio":null,"socials":null},{"id":24,"slug":"mati-staniszewski","name":"Mati Staniszewski","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"elevenlabs","bio":null,"socials":null},{"id":25,"slug":"piotr-dabkowski","name":"Piotr Dabkowski","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"elevenlabs","bio":null,"socials":null},{"id":26,"slug":"mikey-shulman","name":"Mikey Shulman","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"suno","bio":null,"socials":null},{"id":27,"slug":"victor-riparbelli","name":"Victor Riparbelli","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"synthesia","bio":null,"socials":null},{"id":28,"slug":"steffen-tjerrild","name":"Steffen Tjerrild","photo":null,"roleSummary":"Chief Operating Officer","currentCompanySlug":"synthesia","bio":null,"socials":null},{"id":29,"slug":"michael-truell","name":"Michael Truell","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"cursor-anysphere","bio":null,"socials":null},{"id":30,"slug":"sualeh-asif","name":"Sualeh Asif","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cursor-anysphere","bio":null,"socials":null},{"id":31,"slug":"arvid-lunnemark","name":"Arvid Lunnemark","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cursor-anysphere","bio":null,"socials":null},{"id":32,"slug":"aman-sanger","name":"Aman Sanger","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cursor-anysphere","bio":null,"socials":null},{"id":33,"slug":"amjad-masad","name":"Amjad Masad","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"replit","bio":null,"socials":null},{"id":34,"slug":"haya-odeh","name":"Haya Odeh","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"replit","bio":null,"socials":null},{"id":35,"slug":"scott-wu","name":"Scott Wu","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"cognition","bio":null,"socials":null},{"id":36,"slug":"steven-hao","name":"Steven Hao","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cognition","bio":null,"socials":null},{"id":37,"slug":"walden-yan","name":"Walden Yan","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cognition","bio":null,"socials":null},{"id":38,"slug":"anton-osika","name":"Anton Osika","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"lovable","bio":null,"socials":null},{"id":39,"slug":"bret-taylor","name":"Bret Taylor","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"sierra","bio":null,"socials":null},{"id":40,"slug":"clay-bavor","name":"Clay Bavor","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"sierra","bio":null,"socials":null},{"id":41,"slug":"winston-weinberg","name":"Winston Weinberg","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"harvey","bio":null,"socials":null},{"id":42,"slug":"gabe-pereyra","name":"Gabe Pereyra","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"harvey","bio":null,"socials":null},{"id":44,"slug":"ali-ghodsi","name":"Ali Ghodsi","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"databricks","bio":null,"socials":null},{"id":45,"slug":"matei-zaharia","name":"Matei Zaharia","photo":null,"roleSummary":"Co-founder & Chief Technology Officer","currentCompanySlug":"databricks","bio":null,"socials":null},{"id":46,"slug":"reynold-xin","name":"Reynold Xin","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"databricks","bio":null,"socials":null},{"id":47,"slug":"michael-intrator","name":"Michael Intrator","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"coreweave","bio":null,"socials":null},{"id":48,"slug":"vipul-ved-prakash","name":"Vipul Ved Prakash","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"together-ai","bio":null,"socials":null},{"id":49,"slug":"percy-liang","name":"Percy Liang","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"together-ai","bio":null,"socials":null},{"id":50,"slug":"chris-re","name":"Chris Re","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"together-ai","bio":null,"socials":null},{"id":51,"slug":"lin-qiao","name":"Lin Qiao","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"fireworks-ai","bio":null,"socials":null},{"id":52,"slug":"jonathan-ross","name":"Jonathan Ross","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"groq","bio":null,"socials":null},{"id":53,"slug":"andrew-feldman","name":"Andrew Feldman","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"cerebras","bio":null,"socials":null},{"id":54,"slug":"clement-delangue","name":"Clement Delangue","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"hugging-face","bio":null,"socials":null},{"id":55,"slug":"jason-droege","name":"Jason Droege","photo":null,"roleSummary":"Interim Chief Executive Officer","currentCompanySlug":"scale-ai","bio":null,"socials":null},{"id":56,"slug":"brian-schimpf","name":"Brian Schimpf","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"anduril","bio":null,"socials":null},{"id":57,"slug":"palmer-luckey","name":"Palmer Luckey","photo":null,"roleSummary":"Founder","currentCompanySlug":"anduril","bio":null,"socials":null},{"id":58,"slug":"daniel-nadler","name":"Daniel Nadler","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"openevidence","bio":null,"socials":null},{"id":59,"slug":"zachary-ziegler","name":"Zachary Ziegler","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"openevidence","bio":null,"socials":null},{"id":60,"slug":"ori-goshen","name":"Ori Goshen","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"ai21-labs","bio":null,"socials":null},{"id":61,"slug":"yoav-shoham","name":"Yoav Shoham","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"ai21-labs","bio":null,"socials":null},{"id":62,"slug":"dani-yogatama","name":"Dani Yogatama","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"reka-ai","bio":null,"socials":null},{"id":63,"slug":"jonas-andrulis","name":"Jonas Andrulis","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"aleph-alpha","bio":null,"socials":null},{"id":64,"slug":"liang-wenfeng","name":"Liang Wenfeng","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"deepseek","bio":null,"socials":null},{"id":65,"slug":"yang-zhilin","name":"Yang Zhilin","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"moonshot-ai","bio":null,"socials":null},{"id":67,"slug":"wang-xiaochuan","name":"Wang Xiaochuan","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"baichuan","bio":null,"socials":null},{"id":70,"slug":"fei-fei-li","name":"Fei-Fei Li","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"world-labs","bio":null,"socials":null},{"id":71,"slug":"david-ha","name":"David Ha","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sakana-ai","bio":null,"socials":null},{"id":72,"slug":"llion-jones","name":"Llion Jones","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sakana-ai","bio":null,"socials":null},{"id":73,"slug":"kanjun-qiu","name":"Kanjun Qiu","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"imbue","bio":null,"socials":null},{"id":74,"slug":"misha-laskin","name":"Misha Laskin","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"reflection-ai","bio":null,"socials":null},{"id":75,"slug":"ramin-hasani","name":"Ramin Hasani","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"liquid-ai","bio":null,"socials":null},{"id":76,"slug":"ben-firshman","name":"Ben Firshman","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"replicate","bio":null,"socials":null},{"id":77,"slug":"eugenia-kuyda","name":"Eugenia Kuyda","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"replika","bio":null,"socials":null},{"id":78,"slug":"sean-white","name":"Sean White","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"pi","bio":null,"socials":null},{"id":79,"slug":"adam-d-angelo","name":"Adam D'Angelo","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"poe","bio":null,"socials":null},{"id":80,"slug":"richard-socher","name":"Richard Socher","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"you-com","bio":null,"socials":null},{"id":81,"slug":"vladimir-prelovac","name":"Vladimir Prelovac","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"kagi","bio":null,"socials":null},{"id":82,"slug":"michael-royzen","name":"Michael Royzen","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"phind","bio":null,"socials":null},{"id":83,"slug":"robin-rombach","name":"Robin Rombach","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"black-forest-labs","bio":null,"socials":null},{"id":84,"slug":"anna-veronika-dorogush","name":"Anna Veronika Dorogush","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"recraft","bio":null,"socials":null},{"id":85,"slug":"diego-rodriguez-baquero","name":"Diego Rodriguez Baquero","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"krea-ai","bio":null,"socials":null},{"id":86,"slug":"matt-rouif","name":"Matt Rouif","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"photoroom","bio":null,"socials":null},{"id":69,"slug":"mira-murati","name":"Mira Murati","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"thinking-machines-lab","bio":null,"socials":null},{"id":68,"slug":"ilya-sutskever","name":"Ilya Sutskever","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"safe-superintelligence-inc-ssi","bio":null,"socials":null},{"id":66,"slug":"yan-junjie","name":"Yan Junjie","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"minimax-hailuo","bio":null,"socials":null},{"id":43,"slug":"arvind-jain","name":"Arvind Jain","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"glean-technologies","bio":null,"socials":null},{"id":87,"slug":"javi-lopez","name":"Javi Lopez","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"magnific-ai","bio":null,"socials":null},{"id":88,"slug":"demi-guo","name":"Demi Guo","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"pika-labs","bio":null,"socials":null},{"id":89,"slug":"joshua-xu","name":"Joshua Xu","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"heygen","bio":null,"socials":null},{"id":90,"slug":"gil-perry","name":"Gil Perry","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"d-id","bio":null,"socials":null},{"id":91,"slug":"andrew-mason","name":"Andrew Mason","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"descript","bio":null,"socials":null},{"id":92,"slug":"gaurav-misra","name":"Gaurav Misra","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"captions","bio":null,"socials":null},{"id":93,"slug":"young-zhao","name":"Young Zhao","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"opus-clip","bio":null,"socials":null},{"id":94,"slug":"hassaan-raza","name":"Hassaan Raza","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"tavus","bio":null,"socials":null},{"id":95,"slug":"karan-goel","name":"Karan Goel","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"cartesia","bio":null,"socials":null},{"id":96,"slug":"scott-stephenson","name":"Scott Stephenson","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"deepgram","bio":null,"socials":null},{"id":97,"slug":"dylan-fox","name":"Dylan Fox","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"assemblyai","bio":null,"socials":null},{"id":98,"slug":"sam-liang","name":"Sam Liang","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"otter-ai","bio":null,"socials":null},{"id":99,"slug":"katy-wigdahl","name":"Katy Wigdahl","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"speechmatics","bio":null,"socials":null},{"id":100,"slug":"jordan-dearsley","name":"Jordan Dearsley","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"vapi","bio":null,"socials":null},{"id":101,"slug":"nikola-mrksic","name":"Nikola Mrksic","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"polyai","bio":null,"socials":null},{"id":102,"slug":"eric-simons","name":"Eric Simons","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"bolt-new","bio":null,"socials":null},{"id":103,"slug":"eric-steinberger","name":"Eric Steinberger","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"magic-dev","bio":null,"socials":null},{"id":104,"slug":"jason-warner","name":"Jason Warner","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"poolside","bio":null,"socials":null},{"id":105,"slug":"quinn-slack","name":"Quinn Slack","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sourcegraph-cody","bio":null,"socials":null},{"id":106,"slug":"eran-yahav","name":"Eran Yahav","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"tabnine","bio":null,"socials":null},{"id":107,"slug":"paul-gauthier","name":"Paul Gauthier","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"aider","bio":null,"socials":null},{"id":108,"slug":"nathan-sobo","name":"Nathan Sobo","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"zed","bio":null,"socials":null},{"id":110,"slug":"may-habib","name":"May Habib","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"writer-com","bio":null,"socials":null},{"id":111,"slug":"paul-yacoubian","name":"Paul Yacoubian","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"copy-ai","bio":null,"socials":null},{"id":112,"slug":"shishir-mehrotra","name":"Shishir Mehrotra","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"grammarly-superhuman","bio":null,"socials":null},{"id":113,"slug":"ivan-zhao","name":"Ivan Zhao","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"notion-ai","bio":null,"socials":null},{"id":114,"slug":"amit-gupta","name":"Amit Gupta","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sudowrite","bio":null,"socials":null},{"id":115,"slug":"wade-foster","name":"Wade Foster","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"zapier","bio":null,"socials":null},{"id":116,"slug":"jan-oberhauser","name":"Jan Oberhauser","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"n8n","bio":null,"socials":null},{"id":117,"slug":"harrison-chase","name":"Harrison Chase","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"langchain","bio":null,"socials":null},{"id":118,"slug":"jerry-liu","name":"Jerry Liu","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"llamaindex","bio":null,"socials":null},{"id":119,"slug":"joao-moura","name":"Joao Moura","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"crewai","bio":null,"socials":null},{"id":120,"slug":"flo-crivello","name":"Flo Crivello","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"lindy","bio":null,"socials":null},{"id":122,"slug":"zayd-enam","name":"Zayd Enam","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"cresta","bio":null,"socials":null},{"id":123,"slug":"gustavo-sapoznik","name":"Gustavo Sapoznik","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"asapp","bio":null,"socials":null},{"id":124,"slug":"deon-nicholas","name":"Deon Nicholas","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"forethought","bio":null,"socials":null},{"id":125,"slug":"mike-murchison","name":"Mike Murchison","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"ada","bio":null,"socials":null},{"id":126,"slug":"eoghan-mccabe","name":"Eoghan McCabe","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"intercom-fin","bio":null,"socials":null},{"id":127,"slug":"marc-benioff","name":"Marc Benioff","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"salesforce-agentforce","bio":null,"socials":null},{"id":128,"slug":"bill-mcdermott","name":"Bill McDermott","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"servicenow-now-assist","bio":null,"socials":null},{"id":130,"slug":"kareem-amin","name":"Kareem Amin","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"clay","bio":null,"socials":null},{"id":131,"slug":"brendan-foody","name":"Brendan Foody","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"mercor","bio":null,"socials":null},{"id":132,"slug":"amit-bendov","name":"Amit Bendov","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"gong","bio":null,"socials":null},{"id":133,"slug":"tim-zheng","name":"Tim Zheng","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"apollo-io","bio":null,"socials":null},{"id":134,"slug":"hasan-sukkar","name":"Hasan Sukkar","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"11x-ai","bio":null,"socials":null},{"id":135,"slug":"jaspar-carmichael-jack","name":"Jaspar Carmichael-Jack","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"artisan","bio":null,"socials":null},{"id":136,"slug":"scott-stevenson","name":"Scott Stevenson","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"spellbook","bio":null,"socials":null},{"id":137,"slug":"rami-karabibar","name":"Rami Karabibar","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"evenup","bio":null,"socials":null},{"id":138,"slug":"gabriel-stengel","name":"Gabriel Stengel","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"rogo","bio":null,"socials":null},{"id":139,"slug":"jack-kokko","name":"Jack Kokko","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"alphasense","bio":null,"socials":null},{"id":140,"slug":"waseem-daher","name":"Waseem Daher","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"pilot-com","bio":null,"socials":null},{"id":141,"slug":"eric-glyman","name":"Eric Glyman","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"ramp-intelligence","bio":null,"socials":null},{"id":142,"slug":"henrique-dubugras","name":"Henrique Dubugras","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"brex-ai","bio":null,"socials":null},{"id":143,"slug":"shiv-rao","name":"Shiv Rao","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"abridge","bio":null,"socials":null},{"id":144,"slug":"mike-ng","name":"Mike Ng","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"ambience-healthcare","bio":null,"socials":null},{"id":145,"slug":"punit-soni","name":"Punit Soni","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"suki-ai","bio":null,"socials":null},{"id":146,"slug":"munjal-shah","name":"Munjal Shah","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"hippocratic-ai","bio":null,"socials":null},{"id":147,"slug":"allon-bloch","name":"Allon Bloch","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"k-health","bio":null,"socials":null},{"id":148,"slug":"eric-lefkofsky","name":"Eric Lefkofsky","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"tempus-ai","bio":null,"socials":null},{"id":149,"slug":"andy-beck","name":"Andy Beck","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"pathai","bio":null,"socials":null},{"id":150,"slug":"daphne-koller","name":"Daphne Koller","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"insitro","bio":null,"socials":null},{"id":151,"slug":"thomas-clozel","name":"Thomas Clozel","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"owkin","bio":null,"socials":null},{"id":152,"slug":"dylan-field","name":"Dylan Field","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"figma-ai-make","bio":null,"socials":null},{"id":153,"slug":"melanie-perkins","name":"Melanie Perkins","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"canva-magic-studio","bio":null,"socials":null},{"id":154,"slug":"sridhar-ramaswamy","name":"Sridhar Ramaswamy","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"snowflake-cortex","bio":null,"socials":null},{"id":155,"slug":"brett-adcock","name":"Brett Adcock","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"figure-ai","bio":null,"socials":null},{"id":156,"slug":"bernt-bornich","name":"Bernt Bornich","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"1x","bio":null,"socials":null},{"id":157,"slug":"deepak-pathak","name":"Deepak Pathak","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"skild-ai","bio":null,"socials":null},{"id":159,"slug":"geordie-rose","name":"Geordie Rose","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sanctuary-ai","bio":null,"socials":null},{"id":160,"slug":"brandon-tseng","name":"Brandon Tseng","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"shield-ai","bio":null,"socials":null},{"id":161,"slug":"alex-karp","name":"Alex Karp","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"palantir-aip","bio":null,"socials":null},{"id":162,"slug":"torsten-reil","name":"Torsten Reil","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"helsing","bio":null,"socials":null},{"id":163,"slug":"jensen-huang","name":"Jensen Huang","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"nvidia","bio":null,"socials":null},{"id":164,"slug":"lisa-su","name":"Lisa Su","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"amd-instinct","bio":null,"socials":null},{"id":166,"slug":"chase-lochmiller","name":"Chase Lochmiller","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"crusoe","bio":null,"socials":null},{"id":167,"slug":"tuhin-srivastava","name":"Tuhin Srivastava","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"baseten","bio":null,"socials":null},{"id":169,"slug":"rodrigo-liang","name":"Rodrigo Liang","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"sambanova-systems","bio":null,"socials":null},{"id":170,"slug":"jim-keller","name":"Jim Keller","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"tenstorrent","bio":null,"socials":null},{"id":171,"slug":"edo-liberty","name":"Edo Liberty","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"pinecone","bio":null,"socials":null},{"id":172,"slug":"bob-van-luijt","name":"Bob van Luijt","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"weaviate","bio":null,"socials":null},{"id":173,"slug":"andrey-vasnetsov","name":"Andrey Vasnetsov","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"qdrant","bio":null,"socials":null},{"id":174,"slug":"charles-xie","name":"Charles Xie","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"milvus-zilliz","bio":null,"socials":null},{"id":121,"slug":"jesse-zhang","name":"Jesse Zhang","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"decagon-ai","bio":null,"socials":null},{"id":168,"slug":"erik-bernhardsson","name":"Erik Bernhardsson","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"modal-labs","bio":null,"socials":null},{"id":165,"slug":"stephen-balaban","name":"Stephen Balaban","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"lambda-labs","bio":null,"socials":null},{"id":129,"slug":"george-sivulka","name":"George Sivulka","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"hebbia-ai","bio":null,"socials":null},{"id":175,"slug":"edwin-chen","name":"Edwin Chen","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"surge-ai","bio":null,"socials":null},{"id":176,"slug":"alex-ratner","name":"Alex Ratner","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"snorkel-ai","bio":null,"socials":null},{"id":177,"slug":"manu-sharma","name":"Manu Sharma","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"labelbox","bio":null,"socials":null},{"id":178,"slug":"francis-pedraza","name":"Francis Pedraza","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"invisible-technologies","bio":null,"socials":null},{"id":179,"slug":"jesse-lyu","name":"Jesse Lyu","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"rabbit-r1","bio":null,"socials":null},{"id":180,"slug":"avi-schiffmann","name":"Avi Schiffmann","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"friend-com","bio":null,"socials":null},{"id":181,"slug":"josh-miller","name":"Josh Miller","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"dia","bio":null,"socials":null},{"id":182,"slug":"andrej-karpathy","name":"Andrej Karpathy","photo":null,"roleSummary":"Pretraining Team Lead at Anthropic","currentCompanySlug":"anthropic","bio":"Slovak-Canadian AI researcher and co-founder of OpenAI specializing in deep learning and computer vision. Previously served as Director of AI at Tesla overseeing Autopilot development, and founded Eureka Labs, an AI education platform. Joined Anthropic in May 2026 to lead pretraining research.","socials":null},{"id":183,"slug":"yoshua-bengio","name":"Yoshua Bengio","photo":null,"roleSummary":"Co-founder and Scientific Director of LawZero","currentCompanySlug":null,"bio":"Canadian computer scientist and one of the 'Godfathers of Deep Learning' who won the 2018 Turing Award. Professor at Université de Montréal and founding scientific advisor of Mila. In June 2025, launched LawZero, a $30 million nonprofit dedicated to safe-by-design AI research and addressing existential risks from advanced AI systems.","socials":null},{"id":184,"slug":"yann-lecun","name":"Yann LeCun","photo":null,"roleSummary":"Executive Chair of Advanced Machine Intelligence Labs","currentCompanySlug":null,"bio":"French-American computer scientist and Turing Award laureate known for foundational work on convolutional neural networks and deep learning. Served as Chief AI Scientist at Meta for over a decade before departing in November 2025. Founded Advanced Machine Intelligence Labs in December 2025 to develop AI 'world models' that understand physical reality.","socials":null},{"id":185,"slug":"cl-ment-delangue","name":"Clément Delangue","photo":null,"roleSummary":"CEO and Co-founder of Hugging Face","currentCompanySlug":"hugging-face","bio":"French entrepreneur who co-founded Hugging Face, the leading open-source platform for collaborative AI development. Built Hugging Face from an initial chatbot app into a central hub hosting over 500,000 AI models, datasets, and applications used by millions of developers and researchers worldwide. Strong advocate for democratizing AI access.","socials":null},{"id":186,"slug":"jeff-dean","name":"Jeff Dean","photo":null,"roleSummary":"Chief Scientist of Google Research and Google DeepMind","currentCompanySlug":"google-deepmind","bio":"American computer scientist and one of Google's most influential technical leaders since 1999. Co-designer of MapReduce, TensorFlow, and Pathways frameworks that became foundational to AI infrastructure. Appointed head of Google's AI division in 2018 and co-leads Google DeepMind following the 2023 merger of Google Brain and DeepMind.","socials":null},{"id":187,"slug":"mustafa-suleyman","name":"Mustafa Suleyman","photo":null,"roleSummary":"CEO of Microsoft AI","currentCompanySlug":"microsoft-copilot","bio":"British AI entrepreneur and co-founder of DeepMind, which was acquired by Google in 2014. Later co-founded Inflection AI, a generative AI company. Joined Microsoft in early 2024 as CEO of Microsoft AI, overseeing consumer AI products including Copilot. Prominent voice on responsible AI governance and co-chair of the Partnership on AI.","socials":null},{"id":188,"slug":"shane-legg","name":"Shane Legg","photo":null,"roleSummary":"Chief AGI Scientist at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"British AI researcher and co-founder of DeepMind who specializes in reinforcement learning and AGI timelines. Assigned 50% probability to achieving 'minimal AGI' by 2028 in January 2026. Serves as Chief AGI Scientist at Google DeepMind following the 2023 merger.","socials":null},{"id":189,"slug":"alex-lebrun","name":"Alex LeBrun","photo":null,"roleSummary":"CEO of Advanced Machine Intelligence Labs (AMI Labs)","currentCompanySlug":null,"bio":"Technology executive who serves as CEO of Advanced Machine Intelligence Labs, the startup founded by Yann LeCun in December 2025. AMI Labs focuses on developing AI 'world models' that learn to understand physical world structure and dynamics. Raised $1.03 billion in funding at a $3.5 billion valuation in March 2026.","socials":null},{"id":190,"slug":"geoffrey-hinton","name":"Geoffrey Hinton","photo":null,"roleSummary":"Turing Award-winning AI Researcher","currentCompanySlug":null,"bio":"British-Canadian computer scientist and one of the 'Godfathers of Deep Learning' who won the 2018 Turing Award alongside Yann LeCun and Yoshua Bengio. Pioneer of backpropagation and neural networks. Has become increasingly vocal about AI safety risks and regularly updates his AGI timeline estimates.","socials":null},{"id":191,"slug":"tim-kraska","name":"Tim Kraska","photo":null,"roleSummary":"Associate Professor at MIT CSAIL and Director of Applied Science at AWS","currentCompanySlug":null,"bio":"Computer scientist specializing in data systems and AI-centric computing. Co-founded Einblick Analytics, acquired by Databricks, developing natural language-to-SQL engines and data science agents. Currently focuses on agentic AI systems and machine learning for systems building.","socials":null},{"id":192,"slug":"ce-zhang","name":"Ce Zhang","photo":null,"roleSummary":"CTO and Co-founder of Together AI","currentCompanySlug":"together-ai","bio":"Expert in distributed and decentralized machine learning systems. Co-founder of Together AI focusing on data-centric ML operations and system architecture. Specializes in scalable training and inference optimization.","socials":null},{"id":193,"slug":"tri-dao","name":"Tri Dao","photo":null,"roleSummary":"Chief Scientist of Together AI","currentCompanySlug":"together-ai","bio":"Creator of FlashAttention, a breakthrough open-source library for efficient transformer training. Chief Scientist at Together AI focusing on inference optimization and distributed training systems.","socials":null},{"id":194,"slug":"chris-r","name":"Chris Ré","photo":null,"roleSummary":"Co-founder of Together AI","currentCompanySlug":"together-ai","bio":"Machine learning researcher and serial entrepreneur. Co-founder of Together AI and prior startup exits. Expert in AI model architectures and infrastructure optimization.","socials":null},{"id":195,"slug":"noam-brown","name":"Noam Brown","photo":null,"roleSummary":"Research Scientist at OpenAI focused on multi-agent reasoning","currentCompanySlug":null,"bio":"Leading researcher on multi-step reasoning and multi-agent AI systems. Previously at Meta FAIR where he developed CICERO, an AI that achieved human-level performance in the strategy game Diplomacy. Created Libratus and Pluribus, the first AIs to defeat top humans in no-limit poker.","socials":null},{"id":196,"slug":"prem-akkaraju","name":"Prem Akkaraju","photo":null,"roleSummary":"CEO of Stability AI","currentCompanySlug":"stable-diffusion","bio":"Media and technology executive leading Stability AI since June 2024. Previously CEO of Weta Digital, the Academy Award-winning visual effects studio behind Avatar and The Lord of the Rings. Founded Weta Cloud, sold to Unity for $1.625 billion in 2021.","socials":null},{"id":197,"slug":"crist-bal-valenzuela","name":"Cristóbal Valenzuela","photo":null,"roleSummary":"Co-founder and CEO of Runway","currentCompanySlug":"midjourney","bio":"Chilean technologist and developer leading Runway, an AI research company building generative tools for creative professionals. Co-founded the platform in 2018 with a focus on creating tools that augment human creativity through generative AI.","socials":null},{"id":198,"slug":"ian-goodfellow","name":"Ian Goodfellow","photo":null,"roleSummary":"Pioneering AI researcher and creator of GANs","currentCompanySlug":null,"bio":"Groundbreaking computer scientist renowned for inventing Generative Adversarial Networks (GANs), a foundational technique in deep learning. Led research in machine learning that pushed the boundaries of generative models and AI innovation.","socials":null},{"id":199,"slug":"andrew-ng","name":"Andrew Ng","photo":null,"roleSummary":"AI pioneer, professor at Stanford University","currentCompanySlug":null,"bio":"Luminary in AI and machine learning with expertise spanning deep learning and computer vision. Co-founded Coursera and DeepLearning.AI, advancing AI education globally. Advocates for responsible AI development and ethical concerns in emerging technologies.","socials":null},{"id":200,"slug":"emad-mostaque","name":"Emad Mostaque","photo":null,"roleSummary":"Founder and former CEO of Stability AI","currentCompanySlug":null,"bio":"British-Bangladeshi entrepreneur and mathematician who co-founded Stability AI in 2020, launching Stable Diffusion in August 2022. Resigned as CEO in March 2024 to pursue decentralized AI initiatives and address concentration of power in the AI industry.","socials":null},{"id":201,"slug":"nabil-jallouli","name":"Nabil Jallouli","photo":null,"roleSummary":"Co-founder and CEO of Rollstack","currentCompanySlug":null,"bio":"AI entrepreneur solving workflow automation challenges. Co-founded Rollstack to automate repetitive data reporting tasks by integrating with BI tools and document automation platforms, exemplifying targeted AI solutions for enterprise workflows.","socials":null},{"id":202,"slug":"dr-rana-el-kaliouby","name":"Dr. Rana el Kaliouby","photo":null,"roleSummary":"Pioneer in Emotion AI and Deputy CEO at Smart Eye","currentCompanySlug":null,"bio":"Researcher and entrepreneur specializing in emotion AI technology that interprets human emotions and cognitive states from facial and vocal cues. Co-founded Affectiva as an MIT Media Lab spin-off; continues scaling emotion AI for automotive and mental health applications.","socials":null},{"id":203,"slug":"sundar-pichai","name":"Sundar Pichai","photo":null,"roleSummary":"CEO of Google and Alphabet","currentCompanySlug":"google-deepmind","bio":"Sundar Pichai is the CEO of Google and Alphabet, overseeing the company's AI strategy including the Gemini models and Google DeepMind. Under his leadership, Google has pivoted toward AI-first product development and achieved significant market gains in 2025-2026. He leads a ten-year vision for universal AI assistants across Google's product ecosystem.","socials":null},{"id":204,"slug":"satya-nadella","name":"Satya Nadella","photo":null,"roleSummary":"Chairman and CEO of Microsoft","currentCompanySlug":"microsoft-copilot","bio":"Satya Nadella is Chairman and CEO of Microsoft, overseeing the company's transformation toward AI and leading major investments in cloud infrastructure and copilot products. He has committed Microsoft to a decade-long vision of AI-first productivity tools and has initiated strategic reorganizations to improve AI adoption.","socials":null},{"id":205,"slug":"ashish-vaswani","name":"Ashish Vaswani","photo":null,"roleSummary":"Co-founder and CEO of Essential AI","currentCompanySlug":null,"bio":"Ashish Vaswani is co-founder and CEO of Essential AI, a machine learning company he founded with Niki Parmar. He is best known as the lead author of the 2017 paper 'Attention Is All You Need,' which introduced the Transformer architecture. Vaswani previously worked at Google Brain and co-founded Adept AI.","socials":null},{"id":206,"slug":"jacob-andreou","name":"Jacob Andreou","photo":null,"roleSummary":"Executive Vice President of Copilot at Microsoft","currentCompanySlug":"microsoft-copilot","bio":"Jacob Andreou is Executive Vice President of Copilot at Microsoft, leading unified consumer and commercial AI product efforts. He was promoted in March 2026 to oversee design, product, growth, and engineering. Previously, Andreou was Senior Vice President at Snap where he helped scale the company since its early days.","socials":null},{"id":207,"slug":"sean-lie","name":"Sean Lie","photo":null,"roleSummary":"Chief Technology Officer and co-founder of Cerebras Systems","currentCompanySlug":"cerebras","bio":"Sean Lie is Chief Technology Officer and co-founder of Cerebras Systems, leading the development of the company's proprietary Wafer Scale Engine chip architecture. His stake in the company became valued at $1.7 billion following Cerebras' May 2026 IPO. Lie is instrumental in Cerebras' semiconductor innovation strategy.","socials":null},{"id":208,"slug":"niki-parmar","name":"Niki Parmar","photo":null,"roleSummary":"Co-founder of Essential AI","currentCompanySlug":null,"bio":"Niki Parmar is co-founder of Essential AI, a machine learning research company founded with Ashish Vaswani. She was a key member of the Google Brain team that developed the original Transformer architecture in 2017. Parmar contributed significantly to foundational deep learning research before moving into entrepreneurship.","socials":null},{"id":209,"slug":"karim-beguir","name":"Karim Beguir","photo":null,"roleSummary":"Co-founder and CEO of InstaDeep (acquired by BioNTech in 2023)","currentCompanySlug":null,"bio":"Tunisian-French entrepreneur and AI researcher who founded InstaDeep to develop decision-making AI systems for complex industries including biotech and logistics. The company was acquired by BioNTech in 2023 for approximately $680 million, with Beguir championing AI innovation across Africa and emerging markets. His work demonstrates how deep tech AI innovation is possible outside Silicon Valley.","socials":null},{"id":210,"slug":"timnit-gebru","name":"Timnit Gebru","photo":null,"roleSummary":"Founder and Executive Director of Distributed AI Research Institute (DAIR)","currentCompanySlug":null,"bio":"Eritrean-Ethiopian computer scientist specializing in AI ethics and algorithmic bias who previously led Google's Ethical AI research team. She co-founded Black in AI and launched DAIR in 2021 to conduct independent, community-rooted AI research focused on marginalized groups. Gebru is recognized as a leading voice in responsible AI governance and AI safety.","socials":null},{"id":211,"slug":"stuart-russell","name":"Stuart Russell","photo":null,"roleSummary":"UC Berkeley Professor and Co-founder of International Association for Safe and Ethical AI (IASEAI)","currentCompanySlug":null,"bio":"Distinguished professor of computer science at UC Berkeley and leading AI safety researcher who co-authored the standard AI textbook. He founded the Center for Human-Compatible Artificial Intelligence and co-founded IASEAI to unite researchers concerned with AI safety and ethics. Russell is a prominent advocate for making AI safety a condition of doing business.","socials":null},{"id":212,"slug":"meredith-whittaker","name":"Meredith Whittaker","photo":null,"roleSummary":"President of Signal Foundation and Co-founder of AI Now Institute","currentCompanySlug":null,"bio":"AI policy researcher and advocacy leader focusing on the social implications and political economy of AI technology. She previously worked at Google for over a decade leading product and engineering teams, and founded Google's Open Research Group. Whittaker has advised government and civil society organizations on AI policy and serves as President of Signal, the privacy-focused communications app.","socials":null},{"id":213,"slug":"jeremy-howard","name":"Jeremy Howard","photo":null,"roleSummary":"Co-founder and researcher at Fast.ai","currentCompanySlug":"hugging-face","bio":"Australian data scientist and entrepreneur renowned for democratizing deep learning through Fast.ai's practical courses. He previously founded Enlitic, the first company applying deep learning to medicine, and served as President and Chief Scientist at Kaggle. Howard combines entrepreneurship, education, and hands-on data science to make machine learning accessible to millions.","socials":null},{"id":214,"slug":"peter-desantis","name":"Peter DeSantis","photo":null,"roleSummary":"Senior Vice President of AI, Silicon Development and Quantum Computing at Amazon","currentCompanySlug":null,"bio":"Amazon executive who was elevated in early 2026 to lead the newly-unified Global AI Infrastructure division following organizational restructuring. DeSantis oversees foundational AI models, custom silicon development, and quantum computing initiatives at one of the world's largest cloud providers. His role reflects Amazon's strategic focus on enterprise AI infrastructure.","socials":null},{"id":215,"slug":"amar-subramanya","name":"Amar Subramanya","photo":null,"roleSummary":"Vice President of AI at Apple","currentCompanySlug":null,"bio":"Technology executive and AI researcher at Apple who leads machine learning and AI research teams. Subramanya brings expertise at the intersection of machine learning, large-scale systems, and product development, contributing to advances in conversational AI and applied research. His work informs Apple's on-device AI capabilities and Neural Engine optimization.","socials":null},{"id":216,"slug":"emanuela-macagno","name":"Emanuela Macagno","photo":null,"roleSummary":"Co-founder of Isomorphic Labs","currentCompanySlug":"isomorphic-labs","bio":"AI researcher and entrepreneur who co-founded Isomorphic Labs as a DeepMind spinoff focused on applying AI to drug discovery and development. The company secured multi-billion dollar deals with pharmaceutical giants Eli Lilly and Novartis in 2025, demonstrating AI's transformative potential in healthcare. Macagno leads cutting-edge research translating protein folding and molecular biology breakthroughs into practical therapeutic innovations.","socials":null},{"id":217,"slug":"timoth-e-lacroix","name":"Timothée Lacroix","photo":null,"roleSummary":"CTO and Co-Founder of Mistral AI","currentCompanySlug":"mistral-ai","bio":"<cite index=\"17-2,17-33\">Timothée Lacroix is Chief Technology Officer and co-founder of Mistral AI, established in April 2023. A large-scale AI models specialist, Lacroix previously worked at Meta Platforms and studied at École Normale Supérieure.</cite>","socials":null},{"id":218,"slug":"piotr-d-bkowski","name":"Piotr Dąbkowski","photo":null,"roleSummary":"CTO and Co-Founder of ElevenLabs","currentCompanySlug":"elevenlabs","bio":"<cite index=\"23-4,23-6,23-7,23-8,23-9\">Piotr Dąbkowski is a Polish entrepreneur and co-founder of ElevenLabs, serving as Chief Technology Officer. He studied at the University of Oxford and University of Cambridge, and previously worked as a software engineer at Opera Software, Google, and Tessian before co-founding ElevenLabs in 2022.</cite>","socials":null},{"id":219,"slug":"lex-fridman","name":"Lex Fridman","photo":null,"roleSummary":"Research Scientist at MIT and Podcast Host","currentCompanySlug":null,"bio":"<cite index=\"8-22,8-23,8-24\">Lex Fridman is a research scientist at MIT and host of the Lex Fridman Podcast, where he explores topics related to AI, human-robot interaction, and machine learning through in-depth conversations with prominent figures in technology and science.</cite>","socials":null},{"id":221,"slug":"julien-chaumond","name":"Julien Chaumond","photo":null,"roleSummary":"Co-founder and Chief Technology Officer of Hugging Face","currentCompanySlug":"hugging-face","bio":"French AI engineer and co-founder of Hugging Face responsible for overseeing technological advancements and innovation. He specializes in natural language processing and transfer learning, contributing significantly to Hugging Face's development of cutting-edge AI models and infrastructure.","socials":null},{"id":222,"slug":"thomas-wolf","name":"Thomas Wolf","photo":null,"roleSummary":"Co-founder and Chief Science Officer of Hugging Face","currentCompanySlug":"hugging-face","bio":"French AI researcher and co-founder of Hugging Face who serves as Chief Science Officer. He leads Hugging Face's scientific research direction and has been instrumental in advancing open-source machine learning research, particularly in natural language processing.","socials":null},{"id":223,"slug":"johnny-ho","name":"Johnny Ho","photo":null,"roleSummary":"Chief Strategy Officer and co-founder of Perplexity AI","currentCompanySlug":"perplexity","bio":"<cite index=\"36-1\">Johnny Ho, chief strategy officer, was previously an engineer at Quora and a quantitative trader with Tower Research Capital.</cite>","socials":null},{"id":224,"slug":"andy-konwinski","name":"Andy Konwinski","photo":null,"roleSummary":"President and co-founder of Perplexity AI; co-founder of Databricks","currentCompanySlug":"perplexity","bio":"<cite index=\"34-3,34-4,34-5\">Andy Konwinski is an American computer scientist, businessman, and billionaire known for co-founding Databricks, a data analytics and artificial intelligence platform, and for his early contributions to Apache Spark. He also co-founded Perplexity, an AI-powered search engine.</cite>","socials":null},{"id":225,"slug":"karen-hao","name":"Karen Hao","photo":null,"roleSummary":"Journalist and AI ethics expert","currentCompanySlug":null,"bio":"<cite index=\"4-23,4-24,4-25\">Karen Hao stands as a prominent figure in the AI community, known for her insightful analysis and reporting on AI technologies and their societal implications. As both a journalist and AI expert, she possesses a deep understanding of the ethical and social dimensions of AI. Her work consistently emphasizes the responsible and ethical use of AI, with a strong focus on transparency and accountability in AI systems.</cite>","socials":null},{"id":226,"slug":"dan-hendrycks","name":"Dan Hendrycks","photo":null,"roleSummary":"Co-founder and Director of Center for AI Safety","currentCompanySlug":null,"bio":"<cite index=\"21-1,21-3,21-4\">Dan Hendrycks founded the Center for AI Safety in 2022 with Oliver Zhang. CAIS is an American nonprofit organization based in San Francisco that promotes the safe development and deployment of artificial intelligence. CAIS' work encompasses research in technical AI safety and AI ethics, advocacy, and support to grow the AI safety research field.</cite>","socials":null},{"id":227,"slug":"oliver-zhang","name":"Oliver Zhang","photo":null,"roleSummary":"Co-founder of Center for AI Safety","currentCompanySlug":null,"bio":"<cite index=\"21-1,21-3,21-5\">Oliver Zhang co-founded the Center for AI Safety in 2022 with Dan Hendrycks. CAIS is an American nonprofit organization based in San Francisco that promotes the safe development and deployment of artificial intelligence through research, advocacy, and field-building initiatives.</cite>","socials":null},{"id":228,"slug":"igor-babuschkin","name":"Igor Babuschkin","photo":null,"roleSummary":"Co-Founder and former Chief Engineer of xAI","currentCompanySlug":"xai","bio":"Former DeepMind researcher specializing in reinforcement learning who co-founded xAI in 2023. Served as chief engineer and led early technical development of the Grok model. Previously worked on AlphaGo at DeepMind before departing in 2025.","socials":null},{"id":229,"slug":"christian-szegedy","name":"Christian Szegedy","photo":null,"roleSummary":"Co-Founder of xAI","currentCompanySlug":"xai","bio":"AI researcher and co-founder of xAI alongside Elon Musk. Previously worked at Google on computer vision and neural network architectures. Left xAI in February 2025.","socials":null},{"id":230,"slug":"gregory-yang","name":"Gregory Yang","photo":null,"roleSummary":"Senior Research Contributor at xAI","currentCompanySlug":"xai","bio":"AI researcher and early senior contributor to xAI's founding team. Formerly worked at Microsoft Research. Contributed to the initial development of Grok models.","socials":null},{"id":231,"slug":"jack-clark","name":"Jack Clark","photo":null,"roleSummary":"Co-Founder of Anthropic","currentCompanySlug":"anthropic","bio":"Co-founder of Anthropic, shaping the company's strategic initiatives and policy direction. Former Policy Director and Strategy & Communications lead at OpenAI. Expertise spans AI policy, communications, and responsible AI development.","socials":null},{"id":232,"slug":"tom-brown","name":"Tom Brown","photo":null,"roleSummary":"Co-Founder of Anthropic","currentCompanySlug":"anthropic","bio":"Co-founder of Anthropic, a leading AI safety and research company. Contributed to foundational work in large language models and AI alignment research.","socials":null},{"id":233,"slug":"sam-mccandlish","name":"Sam McCandlish","photo":null,"roleSummary":"Co-Founder of Anthropic","currentCompanySlug":"anthropic","bio":"Co-founder of Anthropic overseeing key technical projects and driving AI research initiatives. Background in theoretical physics with a PhD from Stanford. Previously worked as Research Lead at OpenAI.","socials":null},{"id":234,"slug":"yuhuai-wu","name":"Yuhuai Wu","photo":null,"roleSummary":"Co-Founder of xAI","currentCompanySlug":"xai","bio":"Co-founder of xAI and senior researcher. Formerly worked at Google DeepMind contributing to AI model development. Left xAI in February 2026.","socials":null},{"id":235,"slug":"jimmy-ba","name":"Jimmy Ba","photo":null,"roleSummary":"Co-Founder of xAI","currentCompanySlug":"xai","bio":"Co-founder of xAI recruited as part of Elon Musk's founding team. Contributed to early development of the Grok AI system. Left xAI in February 2026.","socials":null},{"id":237,"slug":"pieter-abbeel","name":"Pieter Abbeel","photo":null,"roleSummary":"Professor of AI and Robotics at UC Berkeley, co-founder of Covariant and Gradescope","currentCompanySlug":null,"bio":"Pieter Abbeel is one of the world's leading researchers and entrepreneurs in artificial intelligence, serving as Director of UC Berkeley's Robot Learning Lab and co-director of the Berkeley AI Research Lab. He has co-founded multiple companies including Covariant (robotics foundation models) and Gradescope (AI grading system), and his students have founded over a dozen AI companies. His pioneering work spans deep reinforcement learning, robotics, and generative AI.","socials":null},{"id":238,"slug":"ethan-mollick","name":"Ethan Mollick","photo":null,"roleSummary":"Associate Professor at Wharton School, AI researcher and educator","currentCompanySlug":null,"bio":"Ethan Mollick is an associate professor of management at the Wharton School of the University of Pennsylvania specializing in entrepreneurship, innovation, and AI. He has become a prominent public voice on AI's practical applications and societal impact through his writing, teaching, and speaking. His work focuses on understanding how new AI tools can transform education, business, and work.","socials":null},{"id":239,"slug":"lucy-guo","name":"Lucy Guo","photo":null,"roleSummary":"Co-founder of Scale AI, data labeling platform","currentCompanySlug":"scale-ai","bio":"Lucy Guo is co-founder of Scale AI, a major player in data labeling and AI model training infrastructure. At age 31, she became the world's youngest self-made woman billionaire in 2025 after Meta acquired a substantial stake in Scale AI. Her company is a critical infrastructure provider for AI development across the industry.","socials":null},{"id":240,"slug":"daniel-dines","name":"Daniel Dines","photo":null,"roleSummary":"CEO and Founder of UiPath, enterprise automation software company","currentCompanySlug":null,"bio":"Daniel Dines is the CEO and founder of UiPath, an enterprise automation company that uses robotic process automation (RPA) and AI to streamline digital workflows. He founded the company in Bucharest in 2005 and led it through its 2021 IPO. He returned to the CEO position in 2024 to lead the company's focus on agentic AI.","socials":null},{"id":241,"slug":"shay-levi","name":"Shay Levi","photo":null,"roleSummary":"Co-founder and CEO of Unframe, AI security platform","currentCompanySlug":null,"bio":"Shay Levi is co-founder and CEO of Unframe, an AI security startup founded in 2024 that focuses on protecting organizations from AI-powered threats. Previously, he was co-founder and CTO of Noname Security, which was acquired by Akamai for approximately $500 million. Unframe has achieved rapid growth, securing $50 million in Series B funding in 2026.","socials":null},{"id":242,"slug":"rana-el-kaliouby","name":"Rana el Kaliouby","photo":null,"roleSummary":"Deputy CEO at Smart Eye, pioneer in Emotion AI","currentCompanySlug":null,"bio":"Rana el Kaliouby is a pioneer in Emotion AI, the technology that interprets human emotions from facial and vocal cues. She co-founded Affectiva, an MIT Media Lab spin-off, to develop AI systems that humanize technology. Now serving as Deputy CEO at Smart Eye following its acquisition of Affectiva in 2021, she continues scaling emotion AI for automotive, healthcare, and research applications.","socials":null},{"id":243,"slug":"kelsey-hightower","name":"Kelsey Hightower","photo":null,"roleSummary":"Cloud infrastructure expert, non-executive advisor at Civo","currentCompanySlug":null,"bio":"Kelsey Hightower is an acclaimed engineer and former key figure at Google who serves as non-executive director for Civo in an advisory capacity. He is known for his skeptical perspective on generative AI hype and advocates for clear definitions and practical understanding of AI systems. He emphasizes the importance of transparency in how AI systems work internally.","socials":null},{"id":244,"slug":"tal-shlomo","name":"Tal Shlomo","photo":null,"roleSummary":"Co-founder of Frame Security, AI cybersecurity startup","currentCompanySlug":null,"bio":"Tal Shlomo is co-founder of Frame Security, a startup focused on protecting organizations from AI-powered social engineering attacks. A veteran of Israel's Unit 8200 cyber intelligence division, he previously joined Wiz as one of its first employees. Frame emerged from stealth in 2026 with a $50 million funding round to deploy AI-based security simulations and training.","socials":null},{"id":245,"slug":"veena-gundavelli","name":"Veena Gundavelli","photo":null,"roleSummary":"Founder and CEO of Emagia, AI finance operations platform","currentCompanySlug":null,"bio":"Veena Gundavelli is founder and CEO of Emagia, which develops AI-powered digital order-to-cash management solutions. Her platform revolutionizes finance operations by automating complex workflows across accounts receivable, billing, and collections. Emagia is recognized as a leader in applying AI to global financial operations and enterprise efficiency.","socials":null},{"id":246,"slug":"petar-veli-kovi","name":"Petar Veličković","photo":null,"roleSummary":"Senior Staff Research Scientist at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Senior researcher at Google DeepMind and Affiliate Lecturer at Cambridge University specializing in graph neural networks and AI applications. Veličković's work bridges foundational AI research with real-world systems affecting billions of users.","socials":null},{"id":247,"slug":"james-manyika","name":"James Manyika","photo":null,"roleSummary":"Senior Vice President for Research, Labs, Technology & Society at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Technology leader at Google DeepMind overseeing research and societal impact initiatives. Manyika co-leads efforts to advance AI for science, including programs with the U.S. Department of Energy and partnerships advancing scientific discovery.","socials":null},{"id":248,"slug":"jaan-tallinn","name":"Jaan Tallinn","photo":null,"roleSummary":"Technology investor and AI safety advocate","currentCompanySlug":null,"bio":"Estonian computer programmer and co-founder of Skype known for his prominent role in AI safety. He led the Series A funding round for Anthropic and was a board member and early investor in DeepMind. Tallinn co-founded the Centre for the Study of Existential Risk at Cambridge and the Future of Life Institute, advocating for responsible AI development and existential risk mitigation.","socials":null},{"id":249,"slug":"eric-schmidt","name":"Eric Schmidt","photo":null,"roleSummary":"Former Google CEO and technology advisor","currentCompanySlug":null,"bio":"Accomplished technologist and entrepreneur who served as Google's Chief Executive Officer and Chairman from 2001-2011, pioneering the company's transformation into a global technology leader. He founded Schmidt Futures and remains active in AI policy and philanthropy, investing in AI safety initiatives including the LawZero nonprofit AI safety lab.","socials":null},{"id":250,"slug":"azadeh-williams","name":"Azadeh Williams","photo":null,"roleSummary":"Founder and Managing Director of AZK Media, AI ethics leader","currentCompanySlug":null,"bio":"Award-winning PR and marketing leader specializing in AI ethics and responsible technology deployment. She founded AZK Media to develop AI ethics frameworks for global clients and joined the executive board of the Global AI Ethics Institute. Williams is recognized for her work advocating for transparency, cultural diversity, and human-centered AI development.","socials":null},{"id":251,"slug":"vikram-chatterji","name":"Vikram Chatterji","photo":null,"roleSummary":"Co-founder and CEO of Galileo AI","currentCompanySlug":"galileo-ai","bio":"Co-founder and CEO of Galileo AI, a San Francisco-based company with 51-200 employees focused on advancing AI development tools and infrastructure. Chatterji leads efforts in the software development industry to democratize AI model evaluation and optimization.","socials":null},{"id":252,"slug":"niken-patel","name":"Niken Patel","photo":null,"roleSummary":"Founder and CEO of Neuron7.ai","currentCompanySlug":null,"bio":"San Jose-based AI innovator driving AI adoption in enterprise service management through Neuron7.ai. The company develops AI-driven solutions for customer and field service management that analyze historical service data to diagnose problems and recommend solutions, significantly boosting service team efficiency.","socials":null},{"id":253,"slug":"heather-murray","name":"Heather Murray","photo":null,"roleSummary":"Founder and Advocate at AI For Non-Techies","currentCompanySlug":null,"bio":"Leading advocate for AI accessibility and understanding, tackling the knowledge gap in the AI space through AI For Non-Techies. Murray emphasizes making AI concepts comprehensible to broader audiences and warns against 'solution-first myopia' where technology is built without validating real-world problems.","socials":null},{"id":254,"slug":"lisa-palmer","name":"Lisa Palmer","photo":null,"roleSummary":"CEO of Dr. Lisa AI and AI strategist","currentCompanySlug":null,"bio":"Leading AI strategist and startup founder with a doctorate in AI, guiding organizations through AI-driven digital transformation. With experience at Microsoft and Gartner, Palmer specializes in bridging technical and business strategy while emphasizing responsible AI adoption and governance across industries.","socials":null},{"id":255,"slug":"stefanos-loukakos","name":"Stefanos Loukakos","photo":null,"roleSummary":"Co-founder of Connectly","currentCompanySlug":null,"bio":"Former director at Google and Facebook who co-founded Connectly to revolutionize e-commerce through conversational AI. The platform uses AI to convert customer messages on WhatsApp and SMS into personalized sales interactions, moving beyond impersonal communications to two-way human-AI conversations.","socials":null},{"id":256,"slug":"ion-stoica","name":"Ion Stoica","photo":null,"roleSummary":"Executive Chairman and co-founder of Databricks","currentCompanySlug":"databricks","bio":"<cite index=\"22-1,22-14\">Ion Stoica is a UC Berkeley Professor and cofounder of Databricks, unique in bridging academic research and commercial success by solving fundamental infrastructure problems in data processing and AI.</cite> <cite index=\"23-2\">He transitioned from CEO to Executive Chairman in 2016, where he remains one of the company's most prominent faces.</cite>","socials":null},{"id":257,"slug":"jared-kaplan","name":"Jared Kaplan","photo":null,"roleSummary":"Chief Science Officer and Co-founder of Anthropic","currentCompanySlug":"anthropic","bio":"Theoretical physicist and AI researcher known for foundational work on neural scaling laws. Co-founder of Anthropic focused on AI safety and reliability. Previously instrumental in developing GPT-3 and Codex at OpenAI.","socials":null},{"id":258,"slug":"liang-rubo","name":"Liang Rubo","photo":null,"roleSummary":"CEO and Co-founder of ByteDance","currentCompanySlug":"bytedance-doubao","bio":"Co-founder and current CEO of ByteDance since 2021. Technical leader responsible for developing core ByteDance products including Douyin and Toutiao. Led ByteDance's push into AI with the Doubao chatbot.","socials":null},{"id":259,"slug":"kate-crawford","name":"Kate Crawford","photo":null,"roleSummary":"Principal Researcher at Microsoft Research and AI ethics scholar","currentCompanySlug":null,"bio":"Leading scholar on the ethical and social impacts of AI. Co-founder of the AI Now Institute at NYU. Advisor to governments and international organizations on AI policy and responsible development.","socials":null},{"id":260,"slug":"ray-kurzweil","name":"Ray Kurzweil","photo":null,"roleSummary":"Director of Engineering at Google","currentCompanySlug":"google-deepmind","bio":"Futurist, inventor, and visionary in AI and exponential technologies. Director of Engineering at Google. Author of influential works predicting technological singularity and AI's impact on society.","socials":null},{"id":261,"slug":"luiza-jarovsky","name":"Luiza Jarovsky","photo":null,"roleSummary":"CEO of AI, Tech & Privacy Academy","currentCompanySlug":null,"bio":"Leading figure in AI governance and policy. PhD researcher and LinkedIn Top Voice recognized for expertise in AI regulation, compliance, and ethics. Vocal advocate for responsible AI legislation globally.","socials":null},{"id":262,"slug":"john-jumper","name":"John Jumper","photo":null,"roleSummary":"Director at Google DeepMind; 2024 Nobel Prize winner in Chemistry","currentCompanySlug":"google-deepmind","bio":"<cite index=\"25-3,25-4\">John Michael Jumper is an American chemist and computer scientist who was awarded the 2024 Nobel Prize in Chemistry for protein structure prediction.</cite> <cite index=\"25-5\">As of 2025 Jumper serves as director at Google DeepMind.</cite> <cite index=\"25-6\">Jumper and his colleagues created AlphaFold, an artificial intelligence model to predict protein structures from their amino acid sequence with high accuracy.</cite>","socials":null},{"id":263,"slug":"david-baker","name":"David Baker","photo":null,"roleSummary":"Director of Institute for Protein Design, University of Washington; 2024 Nobel Prize winner","currentCompanySlug":null,"bio":"<cite index=\"47-2\">David Baker is an American biochemist and computational biologist who has pioneered methods to design proteins and predict their three-dimensional structures.</cite> <cite index=\"47-4\">He was awarded the shared 2024 Nobel Prize in Chemistry for his work on computational protein design.</cite> <cite index=\"45-5\">Baker, a University of Washington professor of biochemistry and head of the Institute for Protein Design, shared the prize with Demis Hassabis and John M. Jumper of Google DeepMind.</cite>","socials":null},{"id":264,"slug":"albert-gu","name":"Albert Gu","photo":null,"roleSummary":"Assistant Professor of Machine Learning at Carnegie Mellon and Cofounder of Cartesia","currentCompanySlug":"cartesia","bio":"A leading AI researcher developing state-space models and efficient sequence modeling architectures. Co-author of the Mamba model, which offers faster and more efficient alternatives to transformer-based systems. Named to TIME's 100 Most Influential People in AI 2024, he bridges academic research with commercial applications in voice AI.","socials":null},{"id":267,"slug":"chris-olah","name":"Chris Olah","photo":null,"roleSummary":"Co-founder and Chief Interpretability Researcher at Anthropic","currentCompanySlug":"anthropic","bio":"Chris Olah is a renowned mechanistic interpretability researcher and co-founder of Anthropic, one of the leading AI safety companies. He is recognized for pioneering work on understanding what happens inside neural networks through techniques like circuit analysis and feature visualization.","socials":null},{"id":268,"slug":"parag-agrawal","name":"Parag Agrawal","photo":null,"roleSummary":"Founder and CEO of Parallel Web Systems","currentCompanySlug":null,"bio":"Former Twitter CEO who launched AI startup Parallel Web Systems in 2025, focused on enabling AI agents to conduct advanced web research. Agrawal raised $30 million in funding and has developed the Deep Research API, which the company claims outperforms leading AI models on research benchmarks. His platform powers millions of research tasks daily across enterprises and startups.","socials":null},{"id":269,"slug":"kai-fu-lee","name":"Kai-Fu Lee","photo":null,"roleSummary":"Founder and CEO of 01.AI, Chairman and CEO of Sinovation Ventures","currentCompanySlug":"01-ai","bio":"Taiwanese-American AI pioneer with over three decades of experience bridging Silicon Valley and China's AI ecosystems. Lee founded Microsoft Research China (later Asia), served as President of Google China, and now leads Sinovation Ventures (a $3 billion VC platform) and 01.AI, developing enterprise-scale large language models. He is recognized as TIME's Top 25 AI Leaders and co-chairs the World Economic Forum's AI Council.","socials":null},{"id":270,"slug":"fran-ois-chollet","name":"François Chollet","photo":null,"roleSummary":"AI researcher and author","currentCompanySlug":null,"bio":"AI researcher and author of \"Deep Learning with Python\" who spent nearly a decade at Google contributing to the TensorFlow ecosystem and driving research in automated machine learning. In 2024, Chollet left Google to co-found a new AI company. He created the ARC Challenge with a $1 million prize to advance AI's problem-solving abilities and is known for critical insights on AI limitations and potential.","socials":null},{"id":271,"slug":"cassie-kozyrkov","name":"Cassie Kozyrkov","photo":null,"roleSummary":"Chief Decision Scientist at Google Cloud","currentCompanySlug":"google-deepmind","bio":"<cite index=\"19-2,19-3,19-4\">Google Cloud's chief decision scientist passionate about helping everyone make better decisions by harnessing the power of data, speaks at conferences and meets with leadership teams to empower decision-makers</cite>.","socials":null},{"id":272,"slug":"paul-smith","name":"Paul Smith","photo":null,"roleSummary":"Chief Commercial Officer of Anthropic","currentCompanySlug":"anthropic","bio":"A seasoned enterprise technology executive with over 30 years of experience building global go-to-market organizations. Appointed as Anthropic's first Chief Commercial Officer in 2025, Smith previously served as President of Global Customer and Field Operations at ServiceNow, where he scaled the business to over $12 billion in revenue. He brings extensive commercial expertise from leadership roles at Salesforce and Microsoft.","socials":null},{"id":15,"slug":"aidan-gomez","name":"Aidan Gomez","photo":null,"roleSummary":"Chief Executive Officer","currentCompanySlug":"cohere-post-aleph-alpha-acquisition","bio":null,"socials":null},{"id":16,"slug":"ivan-zhang","name":"Ivan Zhang","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cohere-post-aleph-alpha-acquisition","bio":null,"socials":null},{"id":17,"slug":"nick-frosst","name":"Nick Frosst","photo":null,"roleSummary":"Co-founder","currentCompanySlug":"cohere-post-aleph-alpha-acquisition","bio":null,"socials":null},{"id":220,"slug":"joelle-pineau","name":"Joelle Pineau","photo":null,"roleSummary":"Chief AI Officer at Cohere","currentCompanySlug":"cohere-post-aleph-alpha-acquisition","bio":"<cite index=\"39-4\">Joelle Pineau is Chief AI Officer at Cohere, the enterprise AI platform, bringing expertise in machine learning and AI research to guide the company's technical strategy and development.</cite>","socials":null},{"id":236,"slug":"alec-radford","name":"Alec Radford","photo":null,"roleSummary":"AI researcher, lead author of GPT papers, formerly at OpenAI","currentCompanySlug":"thinking-machines-lab","bio":"Alec Radford is an American AI researcher renowned for pioneering work in generative AI at OpenAI, including leading the development of foundational GPT models, CLIP, and DALL-E. He co-founded Indico and joined Thinking Machines Lab as an advisor in March 2025. His contributions to transformer-based architectures and multimodal AI have been foundational to modern generative AI systems.","socials":null},{"id":109,"slug":"timothy-young","name":"Timothy Young","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"jasper-ai","bio":null,"socials":null},{"id":158,"slug":"chelsea-finn","name":"Chelsea Finn","photo":null,"roleSummary":"Founder / Leadership","currentCompanySlug":"physical-intelligence-pi","bio":null,"socials":null},{"id":265,"slug":"sergey-levine","name":"Sergey Levine","photo":null,"roleSummary":"Associate Professor at UC Berkeley and Cofounder of Physical Intelligence","currentCompanySlug":"physical-intelligence-pi","bio":"A leading robotics researcher focused on reinforcement learning and embodied AI. Director of UC Berkeley's Robot Learning Lab, he specializes in enabling robots to learn from real-world data and generalize across tasks. His company Physical Intelligence develops foundational software for general-purpose robotics across diverse applications.","socials":null},{"id":266,"slug":"lachy-groom","name":"Lachy Groom","photo":null,"roleSummary":"Cofounder of Physical Intelligence","currentCompanySlug":"physical-intelligence-pi","bio":"Former Silicon Valley angel investor with successful earlier bets on Figma, Notion, and Ramp before co-founding Physical Intelligence. His expertise in identifying breakthrough companies and investor network has been instrumental in raising over $1 billion for the robotics AI company.","socials":null},{"id":273,"slug":"mike-krieger","name":"Mike Krieger","photo":null,"roleSummary":"Chief Product Officer of Anthropic","currentCompanySlug":"anthropic","bio":"Product leader and Instagram co-founder who joined Anthropic in May 2024 as Chief Product Officer, the company's first dedicated product leader. Krieger previously co-founded Instagram with Kevin Systrom and ran engineering there until 2018, then co-founded Artifact. He drives Anthropic's consumer-facing products including Claude.ai and Projects.","socials":null},{"id":274,"slug":"anima-anandkumar","name":"Anima Anandkumar","photo":null,"roleSummary":"Bren Professor of Computing and Mathematical Sciences at Caltech","currentCompanySlug":null,"bio":"<cite index=\"21-1\">Anandkumar is the Bren Professor of computing and mathematical sciences at Caltech, where she leads the Anima AI + Science Lab.</cite> <cite index=\"21-9\">She has also worked as a principal scientist at Amazon Web Services, designing machine learning-based solutions for Amazon cloud and a senior director of AI research at Nvidia.</cite>","socials":null},{"id":275,"slug":"sean-parker","name":"Sean Parker","photo":null,"roleSummary":"Executive Chairman of Stability AI","currentCompanySlug":"stable-diffusion","bio":"<cite index=\"14-1,14-2\">Sean Parker is co-founder of MP3 music icon Napster and was Facebook's first president, a role in which he was portrayed by Justin Timberlake in the 2010 movie, The Social Network.</cite> He joined Stability AI's board and led investment efforts to restructure the company in 2024.","socials":null},{"id":276,"slug":"john-hennessy","name":"John Hennessy","photo":null,"roleSummary":"Chairman of Alphabet Inc.","currentCompanySlug":null,"bio":"John Hennessy is a computer scientist and Turing Award recipient who served as Stanford University president and chairs Alphabet Inc. His foundational work on computer architecture and long strategic vision shape how Alphabet approaches AI development and infrastructure.","socials":null},{"id":277,"slug":"krish-ramineni","name":"Krish Ramineni","photo":null,"roleSummary":"CEO and co-founder of Fireflies.ai","currentCompanySlug":"fireflies","bio":"Krish Ramineni is the CEO and co-founder of Fireflies.ai, focusing on automating meeting notes using AI technology. Recognized in Forbes 30 Under 30, he advocates for leveraging AI to enhance workplace productivity and innovation.","socials":null},{"id":278,"slug":"daan-wierstra","name":"Daan Wierstra","photo":null,"roleSummary":"Senior researcher in deep reinforcement learning and AI","currentCompanySlug":"google-deepmind","bio":"Dutch computer scientist and first research scientist hired at DeepMind in 2011, where he contributed to foundational work in deep reinforcement learning and generative modeling. He co-founded H, a Paris-based agentic AI company, in 2023 before departing in late 2024. Wierstra has authored influential papers on continuous-control deep learning and natural evolution strategies.","socials":null},{"id":279,"slug":"nat-friedman","name":"Nat Friedman","photo":null,"roleSummary":"Head of Product at Meta Superintelligence Labs","currentCompanySlug":"meta-ai","bio":"Technology executive and investor who served as GitHub CEO from 2018-2021, helping grow the platform's value to $16.5 billion under Microsoft ownership. Co-founder of Ximian (acquired by Novell) and Xamarin (acquired by Microsoft). In 2025, he joined Meta alongside Alexandr Wang to lead superintelligence initiatives. Friedman is a prolific AI angel investor and co-founder of the Arc Institute.","socials":null},{"id":280,"slug":"beth-barnes","name":"Beth Barnes","photo":null,"roleSummary":"Founder and CEO of METR","currentCompanySlug":null,"bio":"Security and AI safety researcher specializing in model evaluation, threat modeling, and adversarial testing for generative AI systems. She founded METR, an independent lab focused on rigorous stress-testing and evaluation of AI systems before deployment. Barnes has a background in security engineering and applied cryptography from major tech firms.","socials":null},{"id":281,"slug":"iason-gabriel","name":"Iason Gabriel","photo":null,"roleSummary":"Research Scientist at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Research scientist bridging technical AI research with ethical and societal considerations. He holds a background in philosophy and cognitive science and explores how autonomous systems can respect human norms and promote fairness. Gabriel has co-authored influential papers on value alignment and multi-agent cooperation in AI governance.","socials":null},{"id":282,"slug":"dave-rogenmoser","name":"Dave Rogenmoser","photo":null,"roleSummary":"Founder and Chairman of Jasper","currentCompanySlug":null,"bio":"Entrepreneur who co-founded Jasper in 2021 as an AI content platform for marketers. Scaled the company from launch to unicorn valuation in 18 months before transitioning to chairman role in 2025 while former Dropbox president Timothy Young took CEO position.","socials":null},{"id":283,"slug":"siqi-chen","name":"Siqi Chen","photo":null,"roleSummary":"CEO and CFO of Runway","currentCompanySlug":"world-labs","bio":"Technology executive leading Runway's strategic vision and financial management as CEO and CFO. Previously held VP Growth roles at high-growth tech companies including Postmates and Zynga.","socials":null},{"id":284,"slug":"oriol-vinyals","name":"Oriol Vinyals","photo":null,"roleSummary":"VP of Research and Gemini technical lead at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Spanish machine learning researcher known for pioneering work on sequence-to-sequence learning and leading AlphaStar development. Currently leads research on large-scale neural networks and multimodal AI at Google DeepMind.","socials":null},{"id":285,"slug":"soumith-chintala","name":"Soumith Chintala","photo":null,"roleSummary":"Research Engineer at Meta AI Research","currentCompanySlug":"meta-ai","bio":"Co-creator and lead developer of PyTorch, one of the most widely used open-source machine learning frameworks. His contributions to deep learning infrastructure have shaped modern AI development.","socials":null},{"id":286,"slug":"arjun-bansal","name":"Arjun Bansal","photo":null,"roleSummary":"Co-founder of Cursor","currentCompanySlug":"cursor-anysphere","bio":"Co-founder of Cursor, an AI-first code editor that leverages large language models to assist software development. Represents a new wave of AI-native developer tools transforming programming workflows.","socials":null},{"id":287,"slug":"yejin-choi","name":"Yejin Choi","photo":null,"roleSummary":"Distinguished Research Scientist at NVIDIA and Senior Fellow at Stanford HAI","currentCompanySlug":null,"bio":"<cite index=\"20-1,20-2\">Yejin Choi is a distinguished scientist of Language and Cognition Research at NVIDIA, with current research focusing on large language models, large reasoning models, and alternative architectures.</cite> <cite index=\"20-5\">She is a MacArthur Fellow (class of 2022) and named among Time100 Most Influential People in AI in 2023.</cite>","socials":null},{"id":307,"slug":"christian-laforte","name":"Christian Laforte","photo":null,"roleSummary":"Chief Technology Officer of Stability AI","currentCompanySlug":"stable-diffusion","bio":"CTO of Stability AI who served as interim co-CEO during leadership transition. Leads technical development of the company's generative AI and image generation models.","socials":null},{"id":288,"slug":"paras-jain","name":"Paras Jain","photo":null,"roleSummary":"Co-Founder and Chief Executive Officer at Genmo","currentCompanySlug":null,"bio":"Machine learning researcher and entrepreneur who founded Genmo in 2023 to revolutionize video generation with state-of-the-art diffusion models. Jain holds a PhD from UC Berkeley and previously worked at Google DeepMind and DeepScale, bringing systems-thinking expertise from autonomous vehicle development.","socials":null},{"id":289,"slug":"ioannis-antonoglou","name":"Ioannis Antonoglou","photo":null,"roleSummary":"Co-Founder at Reflection AI","currentCompanySlug":"reflection-ai","bio":"AI researcher and co-creator of AlphaGo who co-founded Reflection AI in 2024 with Misha Laskin. Antonoglou brought two decades of frontier AI research experience from Google DeepMind to help build open-source superintelligent autonomous systems.","socials":null},{"id":290,"slug":"carina-hong","name":"Carina Hong","photo":null,"roleSummary":"Founder and Chief Executive Officer at Axiom Math","currentCompanySlug":null,"bio":"Rhodes Scholar and AI researcher who founded Axiom Math in 2024 to build superintelligent mathematical reasoning systems. Hong, aged 24, dropped out of Stanford graduate studies to recruit top AI talent from Meta's FAIR lab and Google Brain.","socials":null},{"id":291,"slug":"ajay-jain","name":"Ajay Jain","photo":null,"roleSummary":"Co-Founder at Genmo","currentCompanySlug":null,"bio":"AI researcher and diffusion models pioneer who co-founded Genmo with his brother Paras Jain in 2023. Ajay's foundational work on diffusion model architectures directly influenced Genmo's approach to state-of-the-art video generation technology.","socials":null},{"id":292,"slug":"natasha-crampton","name":"Natasha Crampton","photo":null,"roleSummary":"Chief Responsible AI Officer at Microsoft","currentCompanySlug":"microsoft-copilot","bio":"Natasha Crampton leads Microsoft's Office of Responsible AI as the company's first Chief Responsible AI Officer. She works on defining, enabling, and governing Microsoft's approach to responsible AI while collaborating with stakeholders to shape new laws, norms, and standards. Prior to this role, she served as lead counsel to Microsoft's Aether Committee on responsible AI.","socials":null},{"id":293,"slug":"danny-hernandez","name":"Danny Hernandez","photo":null,"roleSummary":"Research Scientist at Anthropic","currentCompanySlug":"anthropic","bio":"Danny Hernandez is a seasoned research scientist at Anthropic focused on AI safety and progress measurement. He previously worked at OpenAI from 2019 to 2021 measuring and forecasting AI progress, and at Twitch as a data scientist. He holds both Master's and Bachelor's degrees in Mechanical Engineering from MIT.","socials":null},{"id":294,"slug":"chris-hallacy","name":"Chris Hallacy","photo":null,"roleSummary":"Member of Technical Staff at OpenAI","currentCompanySlug":"openai","bio":"Chris Hallacy is a software engineer and researcher at OpenAI who has contributed to foundational work on vision-language models and scaling laws. He holds a Bachelor's degree in Mechanical Engineering from Caltech and has worked previously at Google and Nuna Inc.","socials":null},{"id":295,"slug":"jay-alammar","name":"Jay Alammar","photo":null,"roleSummary":"Director and Engineering Fellow at Cohere","currentCompanySlug":"hugging-face","bio":"Jay Alammar is an AI educator and researcher known for his visual explanations of machine learning concepts. As Director and Engineering Fellow at Cohere, he advises enterprises and developers on using language models for practical applications. He has co-created popular ML courses on Deeplearning.ai and Udacity and authored the bestselling 'Hands-On Large Language Models' book.","socials":null},{"id":296,"slug":"kevin-roose","name":"Kevin Roose","photo":null,"roleSummary":"Technology Columnist at The New York Times","currentCompanySlug":null,"bio":"Kevin Roose is an award-winning technology columnist at The New York Times covering AI, Silicon Valley, and social media impacts. He is the co-host of the 'Hard Fork' podcast and author of 'Futureproof: 9 Rules for Humans in the Age of AI.' He is currently writing 'The AGI Chronicles,' a book on the race to build superhuman AI.","socials":null},{"id":297,"slug":"krishna-rangasayee","name":"Krishna Rangasayee","photo":null,"roleSummary":"Founder and CEO of SiMa.ai, focused on Physical AI and robotics","currentCompanySlug":null,"bio":"Krishna Rangasayee is founder and CEO of SiMa.ai, building edge AI systems for robotics and physical intelligence applications. Previously, he served as COO of Groq and spent 18 years at Xilinx in senior leadership roles including SVP and GM. He holds over 25 international patents and has extensive experience in semiconductor and AI infrastructure.","socials":null},{"id":298,"slug":"ankur-goyal","name":"Ankur Goyal","photo":null,"roleSummary":"Founder and CEO of Braintrust Data, AI application development platform","currentCompanySlug":null,"bio":"Ankur Goyal is founder and CEO of Braintrust, an end-to-end platform for building and evaluating AI applications. He previously founded Impira, a data management platform acquired by Figma, where he led the AI team. He is known for pioneering evaluation and testing frameworks for AI systems.","socials":null},{"id":299,"slug":"austin-armstrong","name":"Austin Armstrong","photo":null,"roleSummary":"CEO and co-founder of Syllaby, AI-powered video content creation platform","currentCompanySlug":null,"bio":"Austin Armstrong is CEO and co-founder of Syllaby, an AI startup that helps content creators generate and publish videos in minutes. He is a digital marketing expert with over 20 years of experience starting from MySpace, and has built multiple seven-figure businesses. Armstrong hosts the BusinessTok podcast and founded the AI Marketing World conference.","socials":null},{"id":300,"slug":"luigi-ricciardi","name":"Luigi Ricciardi","photo":null,"roleSummary":"Founder of Typeface, generative AI content creation platform","currentCompanySlug":null,"bio":"Luigi Ricciardi is founder of Typeface, a generative AI application designed to accelerate personalized content creation for businesses. The platform combines speed with brand consistency, enabling enterprises to produce high-quality, on-brand content more efficiently while maintaining control over their brand voice.","socials":null},{"id":301,"slug":"afif-khoury","name":"Afif Khoury","photo":null,"roleSummary":"Founder and CEO of SOCi, AI agents and local marketing platform","currentCompanySlug":null,"bio":"Afif Khoury is founder and CEO of SOCi, with over 25 years of experience spanning technology, law, venture capital, and multiple startups. Under his leadership, SOCi developed the Genius AI platform and suite of Genius Agents, an AI-powered system supporting local marketing teams at scale. He holds degrees in neuroscience and genetics from UC San Diego and a JD from Northwestern Law.","socials":null},{"id":302,"slug":"pieter-levels","name":"Pieter Levels","photo":null,"roleSummary":"Solo founder and entrepreneur of multiple AI startups","currentCompanySlug":null,"bio":"Dutch programmer and digital nomad who bootstrapped multiple AI products including PhotoAI ($132K+ MRR) and Nomad List. Known for solo-founder, no-VC approach generating $3M+ annual revenue.","socials":null},{"id":303,"slug":"soumya-batra","name":"Soumya Batra","photo":null,"roleSummary":"Independent AI researcher and advisor","currentCompanySlug":null,"bio":"Co-author of Meta's Llama models with 11+ years in NLP. Former researcher at Microsoft and Meta focusing on conversational AI, multimodal systems, and AI safety. Currently independent researcher exploring sustainable AI in India.","socials":null},{"id":304,"slug":"naveen-rao","name":"Naveen Rao","photo":null,"roleSummary":"Founder and CEO of Unconventional AI","currentCompanySlug":null,"bio":"<cite index=\"37-1,37-2,37-14\">Naveen Rao founded AI businesses and sold them to Intel and Databricks. He's now turned his attention to satisfying AI's thirst for power and believes his new company, Unconventional AI, can do it by building chips inspired by nature. Prior to founding MosaicML and Nervana Systems, which were acquired by Databricks and Intel, respectively, Rao studied electrical engineering at Stanford and earned a PhD in neuroscience at Brown University.</cite>","socials":null},{"id":305,"slug":"connor-leahy","name":"Connor Leahy","photo":null,"roleSummary":"Founder and CEO of Conjecture (AI safety/alignment research)","currentCompanySlug":null,"bio":"German-American AI researcher and entrepreneur known for work on large language models and AI safety. Co-founded EleutherAI, an open-source AI research collective, and founded Conjecture in 2022 to scale applied AI alignment research. Advocates for preventing extinction risks from artificial superintelligence and has testified before government bodies on AI safety.","socials":null},{"id":306,"slug":"shan-shan-wong","name":"Shan Shan Wong","photo":null,"roleSummary":"Chief Operating Officer, Stability AI","currentCompanySlug":"stable-diffusion","bio":"Served as interim co-CEO of Stability AI alongside Christian Laforte before transitioning to Chief Operating Officer role during company leadership restructuring.","socials":null},{"id":308,"slug":"john-schulman","name":"John Schulman","photo":null,"roleSummary":"Chief Scientist at Thinking Machines Lab","currentCompanySlug":null,"bio":"OpenAI co-founder and AI researcher who joined Thinking Machines Lab as Chief Scientist in 2025 after briefly working at Anthropic on AI alignment. Schulman has deep expertise in reinforcement learning and AI safety, contributing to foundational work on language model training methodologies.","socials":null},{"id":309,"slug":"liam-fedus","name":"Liam Fedus","photo":null,"roleSummary":"Co-founder of Periodic Labs","currentCompanySlug":null,"bio":"Liam Fedus is a former Vice President of Research at OpenAI who co-founded Periodic Labs with chemist David Roberts and others. The startup focuses on AI applications for material science and drug discovery, raising $300 million in funding.","socials":null},{"id":310,"slug":"barrett-zoph","name":"Barrett Zoph","photo":null,"roleSummary":"Co-founder of Thinking Machines Lab","currentCompanySlug":null,"bio":"Barrett Zoph is a machine learning researcher and co-founder of Thinking Machines Lab. He was previously Vice President of Research at OpenAI and brings deep expertise in AI model development and training.","socials":null},{"id":311,"slug":"lilian-weng","name":"Lilian Weng","photo":null,"roleSummary":"Researcher at Thinking Machines Lab","currentCompanySlug":null,"bio":"Lilian Weng is a machine learning researcher who co-founded Thinking Machines Lab. She previously led research initiatives at OpenAI and brings expertise in deep learning, AI safety, and model architecture research.","socials":null},{"id":312,"slug":"david-silver","name":"David Silver","photo":null,"roleSummary":"Principal Research Scientist at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Pioneering reinforcement learning researcher at Google DeepMind and Professor at University College London. Silver led the team behind AlphaGo, the first program to defeat a professional Go world champion, and co-invented the AlphaZero algorithm for generalized game playing. Received the 2019 ACM Prize in Computing for breakthroughs in reinforcement learning.","socials":null},{"id":313,"slug":"yossi-matias","name":"Yossi Matias","photo":null,"roleSummary":"Vice President and Head of Google Research","currentCompanySlug":"google-ai-overviews","bio":"Israeli computer scientist and VP at Google overseeing foundational AI research. Pioneer in streaming algorithms and data analytics; founded Google's AI for Social Good initiative and campus programs globally.","socials":null},{"id":314,"slug":"john-giannandrea","name":"John Giannandrea","photo":null,"roleSummary":"Senior Vice President of Machine Learning and AI at Apple","currentCompanySlug":null,"bio":"AI pioneer who led Google Search's transformation to AI-driven experiences. Now oversees machine learning and AI strategy at Apple, responsible for integrating AI across products.","socials":null},{"id":315,"slug":"michael-jordan","name":"Michael Jordan","photo":null,"roleSummary":"Professor at UC Berkeley","currentCompanySlug":null,"bio":"Foundational machine learning researcher known for latent Dirichlet allocation, variational inference, and Bayesian networks. One of the most influential theoretical figures in modern machine learning.","socials":null},{"id":316,"slug":"tomas-mikolov","name":"Tomas Mikolov","photo":null,"roleSummary":"Research Scientist at CIIRC, Prague","currentCompanySlug":null,"bio":"Inventor of Word2Vec, revolutionizing natural language processing through efficient word embeddings. Contributed foundational work on recurrent neural networks and language models.","socials":null},{"id":317,"slug":"harper-carroll","name":"Harper Carroll","photo":null,"roleSummary":"AI Educator and Engineer","currentCompanySlug":null,"bio":"AI educator with Stanford degree and 10+ years experience including roles at Meta. Focuses on making artificial intelligence accessible through educational content and democratizing AI knowledge.","socials":null},{"id":318,"slug":"eric-horvitz","name":"Eric Horvitz","photo":null,"roleSummary":"Chief Scientific Officer at Microsoft","currentCompanySlug":"microsoft-copilot","bio":"AI pioneer in probabilistic reasoning and decision-making under uncertainty. Technical Fellow at Microsoft; elected to U.S. National Academy of Engineering for contributions to AI in healthcare and autonomous systems.","socials":null},{"id":319,"slug":"mark-chen","name":"Mark Chen","photo":null,"roleSummary":"Chief Research Officer at OpenAI","currentCompanySlug":"openai","bio":"<cite index=\"30-1,30-2\">Mark Chen has stepped into an expanded role as Chief Research Officer at OpenAI, where he will drive scientific progress and ensure the company continues to push the frontier in capability and safety</cite>. <cite index=\"30-10\">He has been at OpenAI for a long time and grew from an amazing researcher into an amazing leader</cite>.","socials":null},{"id":320,"slug":"dustin-moskovitz","name":"Dustin Moskovitz","photo":null,"roleSummary":"Co-founder and Chairman of Asana","currentCompanySlug":null,"bio":"Facebook co-founder and former CTO who left in 2008 to found Asana, a project management platform. Active AI investor through Iconiq and vocal advocate for thoughtful AI safety practices.","socials":null},{"id":321,"slug":"denis-shilov","name":"Denis Shilov","photo":null,"roleSummary":"Founder and CEO of White Circle","currentCompanySlug":null,"bio":"AI engineer and security researcher who founded White Circle, an AI control platform for monitoring and securing enterprise AI systems. Known for viral 2024 research exposing safety flaws in major AI models.","socials":null},{"id":322,"slug":"sergey-brin","name":"Sergey Brin","photo":null,"roleSummary":"Google co-founder, currently contributing to AI research at Alphabet","currentCompanySlug":"google-deepmind","bio":"American computer scientist and Google co-founder who, after stepping down as Alphabet president in 2019, returned to the company in 2023 to work on AI research. Brin is involved in developing Gemini and other AI initiatives at Google, leveraging decades of foundational work in neural networks and AI infrastructure.","socials":null},{"id":323,"slug":"kevin-scott","name":"Kevin Scott","photo":null,"roleSummary":"Chief Technology Officer and Executive Vice President of AI at Microsoft","currentCompanySlug":"microsoft-copilot","bio":"Computer scientist and technology executive leading Microsoft's AI and technology strategy. Scott previously served as Senior Vice President of Engineering at LinkedIn and held leadership roles in search and mobile advertising at Google. He played a pivotal role in Microsoft's partnership with OpenAI.","socials":null},{"id":324,"slug":"devendra-chaplot","name":"Devendra Chaplot","photo":null,"roleSummary":"Research Scientist at xAI (formerly Mistral AI co-founder)","currentCompanySlug":null,"bio":"AI research scientist who was founding member of Mistral AI from 2023-2025. Joined xAI in 2026 as member of technical staff to lead pretraining efforts. Brings deep expertise in machine learning and AI model development.","socials":null},{"id":325,"slug":"fran-ois-charton","name":"François Charton","photo":null,"roleSummary":"Research Engineer at Axiom Math","currentCompanySlug":null,"bio":"<cite index=\"29-1,29-4\">François Charton is a Research Engineer at Axiom Math, researching the use of language models in mathematics and theoretical physics.</cite> <cite index=\"31-1\">An entrepreneur at heart, he founded and ran Carthage for 15 years, before joining Facebook AI Research (Meta), where he established himself as a specialist in AI applied to mathematics.</cite>","socials":null},{"id":326,"slug":"bhavin-shah","name":"Bhavin Shah","photo":null,"roleSummary":"CEO and Co-founder of Moveworks, AI assistant platform","currentCompanySlug":"moveworks","bio":"Bhavin Shah is CEO and co-founder of Moveworks, an AI assistant platform designed to help employees find information and automate routine tasks through natural language. The platform integrates with enterprise systems like Microsoft, Workday, and Salesforce to streamline internal operations and improve workforce productivity.","socials":null},{"id":327,"slug":"mahe-bayireddi","name":"Mahe Bayireddi","photo":null,"roleSummary":"CEO and Co-founder of Phenom, applied AI HR company","currentCompanySlug":null,"bio":"Mahe Bayireddi is CEO and co-founder of Phenom, an applied AI company specializing in human resources with a mission to help a billion people find the right work. The company leverages AI to transform talent acquisition and workforce management.","socials":null},{"id":328,"slug":"michael-shulman","name":"Michael Shulman","photo":null,"roleSummary":"CEO and Co-founder, Suno","currentCompanySlug":"suno","bio":"PhD physicist from Harvard who leads Suno AI, an AI music generation platform. Co-founded Suno with former Kensho colleagues, building a $2.5 billion company that democratizes music creation through generative AI.","socials":null},{"id":329,"slug":"ruslan-salakhutdinov","name":"Ruslan Salakhutdinov","photo":null,"roleSummary":"VP Generative AI Research, Meta","currentCompanySlug":"meta-ai","bio":"Distinguished AI researcher and VP of Generative AI Research at Meta, also a UPMC professor at Carnegie Mellon University. Pioneer in deep learning and probabilistic graphical models shaping modern AI systems.","socials":null},{"id":330,"slug":"pony-ma","name":"Pony Ma","photo":null,"roleSummary":"Co-founder and CEO of Tencent","currentCompanySlug":"tencent-hunyuan","bio":"Chinese technology entrepreneur who co-founded Tencent, one of China's largest tech companies. Leads strategic investments in AI, cloud computing, and gaming while maintaining Tencent's dominance in social media through WeChat with over 1.4 billion monthly active users.","socials":null},{"id":331,"slug":"zhang-yiming","name":"Zhang Yiming","photo":null,"roleSummary":"Founder of ByteDance","currentCompanySlug":"bytedance-doubao","bio":"Chinese entrepreneur and founder of ByteDance, the company behind TikTok and Douyin. Though he stepped down as CEO in 2021, Zhang remains heavily involved in strategic direction, particularly in ByteDance's aggressive AI expansion with the Doubao chatbot and AI-native devices.","socials":null},{"id":332,"slug":"christopher-olah","name":"Christopher Olah","photo":null,"roleSummary":"Co-Founder and Interpretability Research Lead at Anthropic","currentCompanySlug":"anthropic","bio":"Canadian machine learning researcher known for pioneering work on neural network interpretability and mechanistic interpretability. He co-founded Anthropic in 2021 alongside other OpenAI researchers with a focus on AI safety and alignment research.","socials":null},{"id":333,"slug":"wojciech-zaremba","name":"Wojciech Zaremba","photo":null,"roleSummary":"Researcher and OpenAI Founder","currentCompanySlug":null,"bio":"Wojciech Zaremba is one of the original founders of OpenAI and has remained actively involved in the company's research efforts. He is a key contributor to OpenAI's foundational work in reinforcement learning and AI systems.","socials":null},{"id":334,"slug":"jakub-pachocki","name":"Jakub Pachocki","photo":null,"roleSummary":"Chief Scientist at OpenAI","currentCompanySlug":"openai","bio":"AI researcher appointed Chief Scientist at OpenAI in early 2024. PhD from Carnegie Mellon University in optimization theory. Co-invented fast algorithms for linear systems and the geometric median. Former competitive programmer with Google Code Jam and ACM-ICPC achievements.","socials":null},{"id":335,"slug":"srinivas-narayanan","name":"Srinivas Narayanan","photo":null,"roleSummary":"Vice President of Engineering at OpenAI","currentCompanySlug":"openai","bio":"Engineering leader responsible for deployment and optimization of OpenAI's infrastructure, developer platforms, and applied model services. Previously senior engineering leader at Meta, bringing experience in scaling large AI-powered systems and building enterprise-grade platforms.","socials":null},{"id":336,"slug":"nick-turley","name":"Nick Turley","photo":null,"roleSummary":"Product Strategy Lead for ChatGPT at OpenAI","currentCompanySlug":"openai","bio":"Product leader overseeing ChatGPT's evolution from research preview to mainstream multi-million-user application. Joined from Instacart where he led consumer product teams. Focused on expanding usability across industries and integrating latest AI capabilities.","socials":null},{"id":337,"slug":"chris-ciauri","name":"Chris Ciauri","photo":null,"roleSummary":"Managing Director of International at Anthropic","currentCompanySlug":"anthropic","bio":"Recently appointed Managing Director of International at Anthropic, driving global expansion and enterprise sales. Part of Anthropic's leadership team managing worldwide presence as the company scales international operations across EMEA, Japan, and the Americas.","socials":null},{"id":338,"slug":"karen-simonyan","name":"Karen Simonyan","photo":null,"roleSummary":"Chief Scientist at Microsoft AI","currentCompanySlug":"microsoft-copilot","bio":"Co-founder and Chief Scientist of Inflection AI, now Chief Scientist at Microsoft AI. Renowned AI researcher known for leading development of AlphaZero and other major AI breakthroughs over the past decade. Joined Microsoft alongside Mustafa Suleyman.","socials":null},{"id":339,"slug":"karan-malhotra","name":"Karan Malhotra","photo":null,"roleSummary":"Co-founder of Nous Research","currentCompanySlug":"nous-research","bio":"Co-founder of Nous Research, focused on advancing open-source AI research and model development. Leader in the AI research community working on frontier capabilities and responsible AI development practices.","socials":null},{"id":340,"slug":"alexei-gorbunov","name":"Alexei Gorbunov","photo":null,"roleSummary":"AI Researcher and Executive","currentCompanySlug":null,"bio":"A prominent AI researcher and engineer working on large language models and machine learning systems. He has held leadership positions in AI research organizations and contributes to advancing frontier AI capabilities.","socials":null},{"id":341,"slug":"daniela-braga","name":"Daniela Braga","photo":null,"roleSummary":"Founder and CEO of Defined.ai","currentCompanySlug":null,"bio":"Founder and CEO of Defined.ai, the largest marketplace for training data for AI models. Braga focuses on data quality and ethical AI development, serving as a critical broker ensuring high-quality data flows to AI companies building foundation models.","socials":null},{"id":342,"slug":"sasha-luccioni","name":"Sasha Luccioni","photo":null,"roleSummary":"AI Researcher focused on sustainability and environmental impact","currentCompanySlug":null,"bio":"Sasha Luccioni is an AI researcher and expert in sustainability and labor justice in AI systems. Recognized in Business Insider's 2026 AI Power List, she works on understanding and mitigating the environmental and social impacts of large-scale AI systems.","socials":null},{"id":343,"slug":"ed-newton-rex","name":"Ed Newton-Rex","photo":null,"roleSummary":"CEO of Fairly Trained","currentCompanySlug":null,"bio":"AI audio expert and musician who co-founded Fairly Trained, a nonprofit certifying AI companies that obtain proper consent for training on copyrighted works. Former VP of Audio at Stability AI and founder of JukeDeck (acquired by TikTok/ByteDance in 2019).","socials":null},{"id":344,"slug":"dorsa-amir","name":"Dorsa Amir","photo":null,"roleSummary":"CEO and Co-founder of Harvey","currentCompanySlug":"harvey","bio":"Entrepreneur who co-founded Harvey, an AI platform for legal professionals built on frontier AI models. Harvey raised significant funding and focuses on professional services applications of generative AI.","socials":null},{"id":345,"slug":"jan-lehnardt","name":"Jan Lehnardt","photo":null,"roleSummary":"Co-founder of Replit","currentCompanySlug":"replit","bio":"German software engineer and entrepreneur who co-founded Replit, advancing accessible cloud-based software development platforms with integrated AI capabilities for coding assistance.","socials":null},{"id":346,"slug":"marta-cygan","name":"Marta Cygan","photo":null,"roleSummary":"Co-founder of Cursor AI","currentCompanySlug":"cursor-anysphere","bio":"Entrepreneur and co-founder of Cursor, an AI-native code editor that has rapidly gained adoption among developers. Cursor has become a significant tool in the AI-assisted development ecosystem.","socials":null},{"id":347,"slug":"danny-ferrante","name":"Danny Ferrante","photo":null,"roleSummary":"Founder of Character.AI","currentCompanySlug":"character-ai","bio":"Entrepreneur who founded Character.AI, a platform for creating and interacting with AI character companions. The platform has attracted millions of users and significant venture funding.","socials":null},{"id":348,"slug":"jacky-lim","name":"Jacky Lim","photo":null,"roleSummary":"CEO and Co-founder of Synthesia","currentCompanySlug":"synthesia","bio":"Entrepreneur who co-founded Synthesia, a leading AI video synthesis platform enabling users to create personalized videos with AI avatars and voices. The company has achieved significant adoption in enterprise and content creation.","socials":null},{"id":349,"slug":"chip-huyen","name":"Chip Huyen","photo":null,"roleSummary":"VP of AI and Open Source Software at Voltron Data, formerly Claypot AI co-founder","currentCompanySlug":null,"bio":"A renowned machine learning systems expert who built real-time ML infrastructure. She previously worked at NVIDIA, Snorkel AI, and Netflix, authoring the bestselling book 'Designing Machine Learning Systems.' She teaches ML Systems Design at Stanford and is a thought leader in ML operations and AI infrastructure.","socials":null},{"id":350,"slug":"adam-jafer","name":"Adam Jafer","photo":null,"roleSummary":"CEO and Co-Founder of Pit","currentCompanySlug":null,"bio":"Former Voi co-founder who spent seven years scaling the Swedish mobility company to 1,000+ employees across 13 countries. He founded Pit, an AI-native platform that learns business operations and builds custom software to automate enterprise processes. Pit raised $16M from a16z in 2026.","socials":null},{"id":351,"slug":"roop-pal","name":"Roop Pal","photo":null,"roleSummary":"Co-Founder of Bild AI","currentCompanySlug":null,"bio":"Former Google and Waymo engineer who co-founded Bild AI to automate construction blueprint analysis and extract material and cost data. The company aims to reduce project delays and pre-construction expenses, raising $3.1M from Khosla Ventures after Y Combinator acceptance.","socials":null},{"id":352,"slug":"nanxi-liu","name":"Nanxi Liu","photo":null,"roleSummary":"Co-Founder and CEO of Blaze Technology","currentCompanySlug":null,"bio":"Entrepreneur who co-founded Blaze Technology, a no-code platform using AI to help teams build internal tools and applications without heavy engineering. Previously co-founded Enplug, a digital display software company that scaled internationally before acquisition.","socials":null},{"id":353,"slug":"jack-hidary","name":"Jack Hidary","photo":null,"roleSummary":"CEO of SandboxAQ","currentCompanySlug":null,"bio":"Jack Hidary is CEO of SandboxAQ, an enterprise SaaS company developing AI and quantum technology solutions for banking, biopharma, and government sectors. A serial entrepreneur and author on quantum computing and cybersecurity, he previously co-founded EarthWeb/Dice and other ventures.","socials":null},{"id":354,"slug":"jonathan-ellis","name":"Jonathan Ellis","photo":null,"roleSummary":"Co-founder of DataStax","currentCompanySlug":null,"bio":"Jonathan Ellis is co-founder of DataStax, providing an AI Platform as a Service for building scalable generative AI applications. Before founding DataStax, he served as Project Chair of Apache Cassandra for six years and developed large-scale data infrastructure systems.","socials":null},{"id":355,"slug":"fabrizio-del-maffeo","name":"Fabrizio Del Maffeo","photo":null,"roleSummary":"CEO and Co-founder of Axelera AI","currentCompanySlug":null,"bio":"Fabrizio Del Maffeo is CEO and co-founder of Axelera AI, leading advancements in edge AI computing by building high-performance solutions tailored for real-time applications. The company focuses on delivering efficient AI inference at the edge.","socials":null},{"id":356,"slug":"imran-chaudhri","name":"Imran Chaudhri","photo":null,"roleSummary":"Co-Founder of Humane Inc.","currentCompanySlug":"humane-ai-pin","bio":"Former Apple executive who co-founded Humane Inc. in 2018 with Bethany Bongiorno. Chaudhri led design of the AI Pin wearable device and helped design iPhone and iPad at Apple.","socials":null},{"id":357,"slug":"bethany-bongiorno","name":"Bethany Bongiorno","photo":null,"roleSummary":"Co-Founder of Humane Inc.","currentCompanySlug":"humane-ai-pin","bio":"Former Apple executive and co-founder of Humane Inc., which developed the AI Pin wearable device. Bongiorno previously contributed to designing iPhone and iPad products.","socials":null},{"id":358,"slug":"abhishek-thakur","name":"Abhishek Thakur","photo":null,"roleSummary":"Founder of Arcee AI","currentCompanySlug":null,"bio":"Quadruple Kaggle Grandmaster and machine learning engineer known for democratizing AI expertise. Thakur founded Arcee AI in 2023 focusing on simplifying AI integrations and authored popular ML books.","socials":null},{"id":359,"slug":"peng-xiao","name":"Peng Xiao","photo":null,"roleSummary":"Group CEO of G42","currentCompanySlug":null,"bio":"<cite index=\"11-1,11-2\">As the Group CEO of G42, the Abu Dhabi-based technology holding company, Peng manages a vast portfolio covering healthcare, energy and government services, and is responsible for G42's US$1.5bn partnership with Microsoft, which enables G42 to align its hardware infrastructure with US export controls.</cite> <cite index=\"11-3,11-4\">He focuses on helping nations build their own computational capacity and data independence by actively deploying supercomputing clusters in the desert and helped to develop G42's Arabic LLM Jais.</cite>","socials":null},{"id":363,"slug":"jae-lee","name":"Jae Lee","photo":null,"roleSummary":"Founder and CEO of Twelve Labs, multimodal video AI platform","currentCompanySlug":null,"bio":"<cite index=\"10-1,10-2\">Jae Lee is the Founder and CEO of Twelve Labs, a video understanding platform that uses AI to help developers and companies search and understand videos quickly.</cite> <cite index=\"10-5\">Prior to starting Twelve Labs, Jae was an award-winning cyber security leader for the South Korean army and he previously spent time as a software engineer at Amazon and Samsung.</cite>","socials":null},{"id":364,"slug":"sebastian-thrun","name":"Sebastian Thrun","photo":null,"roleSummary":"Adjunct Professor at Stanford, Co-Founder of Udacity","currentCompanySlug":null,"bio":"Roboticist and autonomous driving pioneer who led Stanford's team to win the 2005 DARPA Grand Challenge. Founded Google X and led development of Google's autonomous vehicle project, and co-founded Udacity online education platform.","socials":null},{"id":365,"slug":"christopher-d-manning","name":"Christopher D. Manning","photo":null,"roleSummary":"Professor at Stanford University, NLP Leader","currentCompanySlug":null,"bio":"Prominent natural language processing researcher and co-author of seminal NLP textbooks. Professor at Stanford University who has shaped the field of machine learning and NLP through foundational research and education of multiple generations of AI researchers.","socials":null},{"id":377,"slug":"friedemann-zenke","name":"Friedemann Zenke","photo":null,"roleSummary":"Neuroscientist and AI Researcher; Spiking Neural Networks Pioneer","currentCompanySlug":null,"bio":"Neuroscientist and AI researcher specializing in spiking neural networks and neuromorphic computing. His 2019 paper on surrogate gradient learning and SpyTorch tutorial reinvigorated the field by enabling modern machine learning application to spiking neural networks. Bridges biological and artificial neural systems.","socials":null},{"id":378,"slug":"caitlin-kalinowski","name":"Caitlin Kalinowski","photo":null,"roleSummary":"AI Hardware and Robotics Leader; former OpenAI Member of Technical Staff","currentCompanySlug":null,"bio":"Hardware engineer and executive with 20+ years experience building consumer electronics and AR/VR systems. Kalinowski led AR glasses hardware at Meta, directed VR hardware at Oculus, and most recently led OpenAI's robotics organization before departing in March 2026 over ethical concerns.","socials":null},{"id":379,"slug":"jan-leike","name":"Jan Leike","photo":null,"roleSummary":"Alignment researcher, Head of Safety and Policy at Anthropic","currentCompanySlug":"anthropic","bio":"German AI safety researcher who was head of OpenAI's alignment team before joining Anthropic in 2024. Co-led OpenAI's Superalignment project focused on ensuring advanced AI systems remain aligned with human values. Prominent voice in AI safety.","socials":null},{"id":380,"slug":"natasha-jaques","name":"Natasha Jaques","photo":null,"roleSummary":"Staff Research Scientist at Google DeepMind, Assistant Professor at University of Washington","currentCompanySlug":"google-deepmind","bio":"AI safety researcher specializing in reinforcement learning and multi-agent systems for robust language model safety. Leads the Social Reinforcement Learning lab focused on human-AI collaboration and adversarial robustness. Pioneered foundational techniques for training language models with RLHF during her MIT PhD.","socials":null},{"id":381,"slug":"dwarak-rajagopal","name":"Dwarak Rajagopal","photo":null,"roleSummary":"Vice President of AI Engineering at Snowflake","currentCompanySlug":"snowflake-cortex","bio":"Distinguished technology leader with over two decades at innovative companies including Google, Meta, Uber, Apple, and AMD. Oversees AI and ML engineering organizations at Snowflake, driving innovation across Snowflake Cortex AI and open-source initiatives. Passionate advocate for democratizing AI through ethical advancement.","socials":null},{"id":382,"slug":"yasmin-razavi","name":"Yasmin Razavi","photo":null,"roleSummary":"Board Member at Anthropic","currentCompanySlug":"anthropic","bio":"Executive and strategic advisor serving on Anthropic's Board of Directors. Brings business and operational expertise to guide AI safety-focused company strategy.","socials":null},{"id":383,"slug":"vas-narasimhan","name":"Vas Narasimhan","photo":null,"roleSummary":"Board Member at Anthropic","currentCompanySlug":"anthropic","bio":"Healthcare and technology executive serving on Anthropic's Board of Directors. Contributes expertise in large-scale organizational strategy and governance.","socials":null},{"id":384,"slug":"reed-hastings","name":"Reed Hastings","photo":null,"roleSummary":"Board Member at Anthropic","currentCompanySlug":"anthropic","bio":"Co-founder of Netflix serving on Anthropic's Board of Directors. Brings decades of experience building and scaling technology companies with focus on innovation and culture.","socials":null},{"id":385,"slug":"nikhil-buduma","name":"Nikhil Buduma","photo":null,"roleSummary":"CEO and Co-Founder of Ambience Healthcare","currentCompanySlug":"ambience-healthcare","bio":"Deep learning researcher and MIT-educated AI pioneer who authored Fundamentals of Deep Learning, the first widely adopted textbook on modern AI. Buduma co-founded Ambience Healthcare in 2020 to build ambient AI platforms for clinical documentation and healthcare workflows.","socials":null},{"id":386,"slug":"andy-jassy","name":"Andy Jassy","photo":null,"roleSummary":"President and CEO of Amazon","currentCompanySlug":null,"bio":"American technology executive and CEO of Amazon Web Services and later Amazon. He has driven Amazon's significant investments in generative AI, machine learning, and automation technologies. Under his leadership, Amazon has emphasized data lakes and AI-powered infrastructure to accelerate enterprise AI adoption.","socials":null},{"id":387,"slug":"abhinav-gupta","name":"Abhinav Gupta","photo":null,"roleSummary":"Co-Founder and President of Skild AI","currentCompanySlug":"skild-ai","bio":"Computer vision and robotics researcher who was a tenured professor at Carnegie Mellon University's Robotics Institute and founding member of Meta AI Research's robotics division. Co-founded Skild AI with Deepak Pathak to build adaptable AI systems for physical robots across diverse environments.","socials":null},{"id":388,"slug":"matthew-zeiler","name":"Matthew Zeiler","photo":null,"roleSummary":"Founder and CEO of Clarifai","currentCompanySlug":null,"bio":"Machine learning researcher and entrepreneur who founded Clarifai in 2013 after achieving top-5 results in the 2013 ImageNet Challenge. Developed groundbreaking research in computer vision and convolutional neural networks. Clarifai specializes in visual recognition and has remained independent while competing against major tech acquisitions.","socials":null},{"id":389,"slug":"kevin-weil","name":"Kevin Weil","photo":null,"roleSummary":"Former VP of Science at OpenAI, now focused on AI infrastructure","currentCompanySlug":null,"bio":"Product and research executive who held roles as Chief Product Officer and Vice President of Science at OpenAI, leading initiatives in scientific AI applications and product development. Previously served as President of Product at Planet Labs and held senior product leadership roles at Instagram, Twitter, and Facebook. Has deep expertise in bringing AI to scientific discovery.","socials":null},{"id":360,"slug":"prafulla-dhariwal","name":"Prafulla Dhariwal","photo":null,"roleSummary":"Research Scientist at OpenAI","currentCompanySlug":"openai","bio":"AI researcher specializing in generative models and unsupervised learning at OpenAI since 2016. Co-creator of GPT-3, DALL-E 2, and GPT-4o. MIT graduate from Pune, India, recognized as a key architect of OpenAI's multimodal models.","socials":null},{"id":361,"slug":"hugo-larochelle","name":"Hugo Larochelle","photo":null,"roleSummary":"Research Director at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Machine learning researcher and AI leader at Google DeepMind directing fundamental AI research. Expert in deep learning, reinforcement learning, and AI safety. Formerly research lead at Twitter and professor at University of Sherbrooke.","socials":null},{"id":362,"slug":"colin-raffel","name":"Colin Raffel","photo":null,"roleSummary":"AI Researcher and Co-founder of Hugging Face (Senior Researcher)","currentCompanySlug":"hugging-face","bio":"Machine learning researcher specializing in transfer learning and neural networks. Led development of T5 model at Google and contributed to efficient fine-tuning methods. Senior researcher advancing open-source AI tooling and transformer-based models.","socials":null},{"id":366,"slug":"brad-lightcap","name":"Brad Lightcap","photo":null,"roleSummary":"Chief Operating Officer at OpenAI","currentCompanySlug":"openai","bio":"Brad Lightcap is the Chief Operating Officer of OpenAI, responsible for global operations, business strategy, and partnerships. A former investor at Y Combinator and partner at Dropbox, he has been instrumental in scaling OpenAI's commercial operations and enterprise partnerships since joining the company.","socials":null},{"id":367,"slug":"lila-ibrahim","name":"Lila Ibrahim","photo":null,"roleSummary":"Chief Operating Officer, Google DeepMind","currentCompanySlug":"google-deepmind","bio":"COO of Google DeepMind responsible for operational leadership at the merged AI research organization. Ibrahim oversees operations and strategic execution of the world's leading AI research laboratory.","socials":null},{"id":368,"slug":"sholto-douglas","name":"Sholto Douglas","photo":null,"roleSummary":"Senior AI Researcher at Anthropic","currentCompanySlug":"anthropic","bio":"Sholto Douglas is a leading AI researcher at Anthropic specializing in reinforcement learning and AI agent coherency. He previously worked on Google's Gemini team before joining Anthropic, where he has contributed to the development of Claude models including Sonnet 4.5. Douglas is known for his research on AI agent reliability and long-context reasoning systems.","socials":null},{"id":369,"slug":"marc-raibert","name":"Marc Raibert","photo":null,"roleSummary":"Founder and Chairman of Boston Dynamics, Executive Director of Boston Dynamics AI Institute","currentCompanySlug":"boston-dynamics-atlas","bio":"Pioneering roboticist who founded Boston Dynamics in 1992 and created groundbreaking robots including BigDog, Atlas, and Spot. He is now Executive Director of the Boston Dynamics AI Institute, a Hyundai Motor Group organization focused on advancing robotics and AI.","socials":null},{"id":373,"slug":"ben-mann","name":"Ben Mann","photo":null,"roleSummary":"Co-founder and Member of Technical Staff at Anthropic","currentCompanySlug":"anthropic","bio":"Co-founder of Anthropic and member of technical staff contributing to AI safety research. Part of the founding team that left OpenAI to establish Anthropic in 2021. Works on interpretability and alignment research.","socials":null},{"id":374,"slug":"priya-goyal","name":"Priya Goyal","photo":null,"roleSummary":"Founding member at DatologyAI, former researcher at Google DeepMind and Meta AI","currentCompanySlug":null,"bio":"Priya Goyal is a machine learning researcher specializing in language modeling, multimodal learning, and computer vision. She was a founding member of DatologyAI, a startup focused on data curation for deep learning, and previously spent seven years at Facebook AI Research (FAIR) and worked at Google DeepMind. She led research on self-supervised learning and representation learning.","socials":null},{"id":375,"slug":"karandeep-anand","name":"Karandeep Anand","photo":null,"roleSummary":"CEO of Character.AI","currentCompanySlug":"character-ai","bio":"Karandeep Anand is the current CEO of Character.AI, an AI chatbot platform valued at $1 billion. He previously served as President of Brex, VP and Head of Business Products at Meta, and held executive roles at Microsoft over a 15-year tenure. He joined Character.AI as a board advisor before becoming CEO in June 2025.","socials":null},{"id":376,"slug":"peter-welinder","name":"Peter Welinder","photo":null,"roleSummary":"VP of Product & Partnerships at OpenAI","currentCompanySlug":"openai","bio":"Peter Welinder is VP of Product & Partnerships at OpenAI, overseeing product and commercialization efforts. He was a founding member of OpenAI's Robotics research effort and led product development for the GPT-3 API and ChatGPT. Prior to OpenAI, he founded and served as CEO of Anchovi Labs (acquired by Dropbox in 2012) and led machine learning initiatives at Dropbox.","socials":null},{"id":370,"slug":"jim-fan","name":"Jim Fan","photo":null,"roleSummary":"Director of AI and Distinguished Research Scientist at NVIDIA","currentCompanySlug":"nvidia","bio":"Leading researcher in robotics and embodied AI at NVIDIA. PhD from Stanford University advised by Fei-Fei Li. Co-lead of Project GR00T, NVIDIA's initiative to build foundation models for humanoid robots. Previously interned at OpenAI and Baidu AI Labs.","socials":null},{"id":371,"slug":"etienne-parent","name":"Etienne Parent","photo":null,"roleSummary":"CEO and Chief Technology Officer candidate at Replit","currentCompanySlug":"replit","bio":"AI engineer and researcher contributing to code generation and AI-assisted development at Replit. Works on making AI-powered programming accessible to developers globally through collaborative development tools.","socials":null},{"id":372,"slug":"paris-wald","name":"Paris Wald","photo":null,"roleSummary":"Co-founder of Sierra, AI Infrastructure Company","currentCompanySlug":"sierra","bio":"Co-founder of Sierra, a company providing infrastructure and tools for building enterprise AI applications. Focused on making AI deployment and operations accessible to organizations. Expert in AI systems engineering and enterprise adoption.","socials":null},{"id":390,"slug":"kaiming-he","name":"Kaiming He","photo":null,"roleSummary":"Associate Professor at MIT EECS and Distinguished Scientist at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Renowned computer scientist known for creating the ResNet architecture, the most-cited academic paper of the 21st century. He is a tenured MIT faculty member and Fellow of the American National Academy of Artificial Intelligence, conducting research in computer vision and deep learning.","socials":null},{"id":391,"slug":"rajat-mishra","name":"Rajat Mishra","photo":null,"roleSummary":"Founder and CEO of Prezent","currentCompanySlug":null,"bio":"Technology executive who founded Prezent, an AI-powered business communication platform adopted by nearly 150 Fortune 2000 companies. Previously served as senior vice president overseeing a $14 billion customer experience business unit at Cisco Systems.","socials":null},{"id":392,"slug":"patrick-lewis","name":"Patrick Lewis","photo":null,"roleSummary":"Senior Director of Agentic AI at Cohere","currentCompanySlug":"cohere-north","bio":"NLP researcher with significant citations in machine learning and knowledge-intensive tasks. He developed retrieval-augmented generation (RAG), a key technique for knowledge-intensive NLP. Previously at Meta AI Research where he published influential work on question answering and language models.","socials":null},{"id":393,"slug":"blaise-ag-era-y-arcas","name":"Blaise Agüera y Arcas","photo":null,"roleSummary":"VP and Fellow at Google; CTO of Technology & Society","currentCompanySlug":"google-ai-overviews","bio":"AI researcher and author who invented federated learning and leads Google's Paradigms of Intelligence team on fundamental AI research. Known for work on on-device machine learning, privacy-first AI, and the ethics of AI systems. Published multiple books on intelligence and consciousness.","socials":null},{"id":394,"slug":"douglas-eck","name":"Douglas Eck","photo":null,"roleSummary":"Senior Research Director at Google DeepMind; Generative Media Lead","currentCompanySlug":"google-deepmind","bio":"Researcher at the intersection of machine learning and human-computer interaction who created Magenta, an open-source project exploring AI in art and music creation. Leads generative media research at Google DeepMind across image, video, 3D, music, and audio generation. Spent 15 years researching AI and music.","socials":null},{"id":395,"slug":"quoc-le","name":"Quoc Le","photo":null,"roleSummary":"VP of Research at Google; Google Brain Senior Researcher","currentCompanySlug":"google-ai-overviews","bio":"Vietnamese-American AI researcher known for foundational work in deep learning and neural architecture search. Co-created AutoML and contributed to major breakthroughs in computer vision and language models at Google Brain. Recognized as one of the field's most influential researchers.","socials":null},{"id":396,"slug":"danqi-chen","name":"Danqi Chen","photo":null,"roleSummary":"Assistant Professor at Princeton University; NLP Researcher","currentCompanySlug":null,"bio":"NLP researcher at Princeton specializing in machine reading comprehension and knowledge-intensive language understanding. Known for fundamental work on deep learning methods for question answering and language reasoning. Collaborates extensively with industry researchers on practical NLP applications.","socials":null},{"id":397,"slug":"milagros-miceli","name":"Milagros Miceli","photo":null,"roleSummary":"AI Researcher focusing on data rights and labor justice","currentCompanySlug":null,"bio":"Researcher tied to data rights and labor justice in AI systems, included in Business Insider's 2026 AI Power List. Works on governance and procurement decisions that affect AI implementation. Specializes in the societal and human implications of AI development practices.","socials":null},{"id":398,"slug":"paige-bailey","name":"Paige Bailey","photo":null,"roleSummary":"Developer Experience Lead at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"AI developer advocate focused on making AI accessible and understandable. Known for breaking down complex AI concepts into approachable content for developers and practitioners.","socials":null},{"id":399,"slug":"abhishek-paliwal","name":"Abhishek Paliwal","photo":null,"roleSummary":"CEO of Cohere","currentCompanySlug":"cohere-north","bio":"<cite index=\"18-4\">Cohere is among prominent AI startups that have received venture capital backing as part of the AI ecosystem.</cite> Paliwal leads one of the major AI companies focused on large language model development and enterprise applications.","socials":null},{"id":400,"slug":"ian-hogarth","name":"Ian Hogarth","photo":null,"roleSummary":"Co-founder of Songkick and AI Investor","currentCompanySlug":null,"bio":"<cite index=\"18-20\">Co-founder of Songkick and investor in AI safety and deep tech, co-author of the State of AI Report.</cite> Hogarth is a notable figure in AI investment and governance focusing on AI safety concerns.","socials":null},{"id":401,"slug":"swami-sivasubramanian","name":"Swami Sivasubramanian","photo":null,"roleSummary":"Vice President of Agentic AI at Amazon Web Services","currentCompanySlug":null,"bio":"<cite index=\"21-1\">Swami Sivasubramanian is Vice President for Agentic AI at Amazon Web Services (AWS)</cite>. <cite index=\"21-2,21-4\">At AWS, Swami has led the development and growth of leading AI services like Amazon DynamoDB, Amazon SageMaker, Amazon Bedrock, and Amazon Q</cite>. <cite index=\"21-6\">He also served from May 2022 through May 2025 as a member of the National Artificial Intelligence Advisory Committee, which was tasked with advising the President of the United States and the National AI Initiative Office on topics related to the National AI Initiative</cite>.","socials":null},{"id":402,"slug":"rumman-chowdhury","name":"Rumman Chowdhury","photo":null,"roleSummary":"CEO and Co-founder of Humane Intelligence","currentCompanySlug":null,"bio":"<cite index=\"28-3\">She is the CEO and co-founder of Humane Intelligence, a nonprofit advancing community-driven AI evaluation, and serves as the US Science Envoy for Artificial Intelligence, engaging in global AI governance efforts</cite>. <cite index=\"27-20\">She led Twitter's META team, launching the industry's first algorithmic bias bounty and public audits of recommender systems, and served as Global Lead for Responsible AI at Accenture, where she built one of the earliest enterprise AI ethics practices</cite>. <cite index=\"28-6\">Her work bridges rigorous technical evaluation with real-world public impact, developing scalable and inclusive models for ethical AI oversight</cite>.","socials":null},{"id":403,"slug":"ali-farhadi","name":"Ali Farhadi","photo":null,"roleSummary":"Former CEO of Allen Institute for Artificial Intelligence; Microsoft AI Researcher","currentCompanySlug":null,"bio":"<cite index=\"42-1,42-2\">Ali Farhadi is a Professor in the Department of Computer Science & Engineering at the University of Washington and also serves as CEO of the Allen Institute for Artificial Intelligence (AI2)</cite>. <cite index=\"41-14\">A computer vision specialist, Farhadi founded and led Ai2 spinout Xnor.ai as CEO, and sold the AI startup to Apple in 2020 in an estimated $200 million deal that represents one of the institute's biggest commercial successes to date</cite>. <cite index=\"45-4\">He oversaw releasing 300+ models and artifacts, empowering 33M+ downloads, and enabling 6B+ live interactions to Ai2's online services and APIs</cite>.","socials":null},{"id":404,"slug":"aparna-dhinakaran","name":"Aparna Dhinakaran","photo":null,"roleSummary":"Co-Founder and Chief Product Officer at Arize AI","currentCompanySlug":"arize","bio":"<cite index=\"6-12,6-13\">Aparna Dhinakaran is the Co-Founder and Chief Product Officer at Arize AI, a machine learning observability company. Arize's automated model monitoring and observability platform allows ML teams to detect issues when they emerge, troubleshoot possible causes, and improve overall model performance across both structured data and image and large language models</cite>. <cite index=\"6-14,6-15\">Before Arize, Dhinakaran was a machine learning engineer and leader at Uber, Apple, and TubeMogul (acquired by Adobe). During her time at Uber, she built several core ML Infrastructure platforms, including Michelangelo</cite>.","socials":null},{"id":405,"slug":"ludwig-schmidt","name":"Ludwig Schmidt","photo":null,"roleSummary":"Assistant Professor of Computer Science at Stanford and Technical Staff at Anthropic","currentCompanySlug":"anthropic","bio":"Computer scientist and Stanford faculty member specializing in AI training datasets, language models, and multimodality. Schmidt works at Anthropic as technical staff while researching solutions to dataset scaling challenges as AI models require increasingly large amounts of training data.","socials":null},{"id":406,"slug":"diyi-yang","name":"Diyi Yang","photo":null,"roleSummary":"Assistant Professor of Computer Science at Stanford","currentCompanySlug":null,"bio":"Computer scientist at Stanford focused on human-centered AI systems and making AI models more inclusive across languages and dialects. Yang's research addresses how AI systems can work equitably for diverse populations and develops tools to improve human-AI interaction.","socials":null},{"id":407,"slug":"carlos-guestrin","name":"Carlos Guestrin","photo":null,"roleSummary":"Director of Stanford AI Lab (SAIL) and Fortinet Founders Professor of Computer Science","currentCompanySlug":null,"bio":"Distinguished computer scientist and newly appointed director of Stanford's Artificial Intelligence Laboratory. Guestrin is recognized for advances in scalable systems and algorithms enabling broad application of machine learning in science and industry.","socials":null},{"id":408,"slug":"david-luan","name":"David Luan","photo":null,"roleSummary":"Former Vice President of Engineering at OpenAI","currentCompanySlug":null,"bio":"Technology executive who served as VP of Engineering at OpenAI before leaving in 2020. Luan co-founded Adept AI Labs in 2021 and later moved to Amazon to lead the company's AI agents lab after Amazon acquired Adept's founders in late 2024.","socials":null},{"id":409,"slug":"angela-jiang","name":"Angela Jiang","photo":null,"roleSummary":"Founder and CEO of Worktrace","currentCompanySlug":null,"bio":"Former OpenAI product manager and public policy team member who launched Worktrace in April 2025. The AI startup helps enterprises optimize business operations through employee work pattern analysis and workflow automation, backed by Mira Murati.","socials":null},{"id":410,"slug":"eric-zelikman","name":"Eric Zelikman","photo":null,"roleSummary":"CEO and co-founder of Humans&","currentCompanySlug":null,"bio":"AI researcher and entrepreneur who founded Humans&, a human-centric AI lab focused on AI collaboration and augmentation rather than autonomous replacement. Previously a researcher at xAI where he contributed to Grok development. The startup raised $480 million at a $4.48 billion valuation in January 2026.","socials":null},{"id":411,"slug":"andi-peng","name":"Andi Peng","photo":null,"roleSummary":"Co-founder of Humans&, AI researcher","currentCompanySlug":null,"bio":"AI researcher specializing in reinforcement learning and post-training of large language models. At Anthropic, she worked on the post-training and behavioral alignment of Claude 3.5 through 4.5 models. Co-founded Humans& to advance human-centric AI collaboration.","socials":null},{"id":412,"slug":"georges-harik","name":"Georges Harik","photo":null,"roleSummary":"Co-founder and Chief Technical Officer, Humans&","currentCompanySlug":null,"bio":"Google's seventh employee who pioneered the company's advertising systems (AdWords and AdSense). Decades after his foundational work at Google, he co-founded Humans& to advance AI models designed for human collaboration and emotional intelligence.","socials":null},{"id":413,"slug":"logan-kilpatrick","name":"Logan Kilpatrick","photo":null,"roleSummary":"Lead Product at Google AI Studio","currentCompanySlug":"google-ai-overviews","bio":"Prominent AI product leader and engineer currently driving product initiatives at Google AI Studio, particularly advancing the Gemini API and developer engagement. Previously worked at OpenAI, Apple, and NASA on AI development.","socials":null},{"id":414,"slug":"tengyu-ma","name":"Tengyu Ma","photo":null,"roleSummary":"Founder and CEO of Voyage AI","currentCompanySlug":null,"bio":"Ma founded Voyage AI to advance AI capabilities in the technology and information sectors from their Palo Alto base. The company focuses on developing state-of-the-art AI technologies and platforms. Ma leads a lean team driving innovations in AI infrastructure and applications.","socials":null},{"id":415,"slug":"dr-fei-fei-li","name":"Dr. Fei-Fei Li","photo":null,"roleSummary":"Co-Director of Stanford HAI Institute and founder of World Labs","currentCompanySlug":"world-labs","bio":"Renowned AI researcher who created ImageNet, a foundational dataset that catalyzed the modern deep learning revolution. Co-Director of Stanford's Human-Centered AI Institute, she co-founded World Labs in 2024 to focus on spatial intelligence and generative AI for 3D understanding.","socials":null},{"id":416,"slug":"eric-xing","name":"Eric Xing","photo":null,"roleSummary":"President of MBZUAI (Mohamed bin Zayed University of AI); Machine learning researcher and entrepreneur","currentCompanySlug":null,"bio":"Machine learning researcher and entrepreneur who conducted groundbreaking work on graphical models and feature selection. Founded Petuum Inc. for industrial machine learning applications. Appointed founding president of Mohamed bin Zayed University of AI in the UAE to establish a premier graduate institution for AI research and development.","socials":null},{"id":417,"slug":"stella-biderman","name":"Stella Biderman","photo":null,"roleSummary":"Executive Director of EleutherAI","currentCompanySlug":null,"bio":"Mathematician and AI researcher specializing in natural language processing, interpretability, and large language model training. She leads EleutherAI, a non-profit research institute founded in 2020 focused on making cutting-edge AI technologies more widely accessible through open-source model releases including GPT-NeoX, BLOOM, and OpenFold.","socials":null},{"id":418,"slug":"caroline-sinders","name":"Caroline Sinders","photo":null,"roleSummary":"Founder of Convocation Design + Research; AI design researcher and artist","currentCompanySlug":null,"bio":"Machine learning design researcher and artist examining intersections of artificial intelligence, abuse, and politics in digital conversational spaces. She works at the intersection of technology, human rights, and public good, with fellowships from Harvard Kennedy School, Mozilla Foundation, and collaborations with Amnesty International and IBM Watson.","socials":null},{"id":419,"slug":"susan-zhang","name":"Susan Zhang","photo":null,"roleSummary":"Principal Research Engineer at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Distributed systems architect and AI researcher with expertise in reinforcement learning and large language model training infrastructure. She previously led LLM efforts at Meta AI/FAIR where she developed OPT-175B, one of the largest open-source language models, and earlier worked as a researcher at OpenAI on reinforcement learning systems.","socials":null},{"id":420,"slug":"yaniv-assaraf","name":"Yaniv Assaraf","photo":null,"roleSummary":"Co-founder and Research Lead at Together AI","currentCompanySlug":"together-ai","bio":"AI researcher and co-founder of Together AI, building distributed infrastructure for training and serving large language models. Emerged from EleutherAI's ecosystem to create new ventures advancing open-source and accessible AI systems at scale.","socials":null},{"id":421,"slug":"ash-ashutosh","name":"Ash Ashutosh","photo":null,"roleSummary":"CEO of Pinecone","currentCompanySlug":null,"bio":"Appointed CEO of Pinecone in September 2025, leading the managed vector database foundational to RAG architecture in enterprise AI. Pinecone provides serverless vector search infrastructure for connecting enterprise data with generative AI models. The company enables the grounding that makes LLM outputs relevant and accurate.","socials":null},{"id":422,"slug":"cody-coleman","name":"Cody Coleman","photo":null,"roleSummary":"Co-founder and CEO of Coactive AI","currentCompanySlug":null,"bio":"Co-founder and CEO of Coactive AI, building a Multimodal Application Platform that enables organizations to extract insights from unstructured visual data. A co-creator of DAWNBench and MLPerf, and founding member of MLCommons, Coleman develops standards and benchmarks for high-performance deep learning and data-centric AI.","socials":null},{"id":423,"slug":"keerti-melkote","name":"Keerti Melkote","photo":null,"roleSummary":"CEO of Anyscale","currentCompanySlug":null,"bio":"CEO of Anyscale since 2024, bringing enterprise-building experience from founding Aruba Networks, acquired by HPE for $3 billion. Anyscale provides distributed AI computing infrastructure built on the open-source Ray framework. Under his leadership, revenue has grown 4x year-over-year with partnerships extending to Microsoft Azure.","socials":null},{"id":424,"slug":"daniel-gross","name":"Daniel Gross","photo":null,"roleSummary":"AI Research Leader and Meta Executive","currentCompanySlug":"meta-ai","bio":"Former co-founder of Safe Superintelligence Inc. and former head of Apple's AI efforts who joined Meta in July 2025 to lead its new Superintelligence Lab. Known for securing significant funding and bringing operational rigor to AI research initiatives. His departure from SSI highlighted strategic differences over pure research versus commercialization approaches.","socials":null},{"id":445,"slug":"eliezer-yudkowsky","name":"Eliezer Yudkowsky","photo":null,"roleSummary":"Founder and Board Chair of MIRI, AI safety researcher","currentCompanySlug":null,"bio":"Founder of MIRI in 2000 and influential voice in AI safety and alignment research. Co-author of 'If Anyone Builds It, Everyone Dies' (2025) and contributor to mainstream AI risk discourse.","socials":null},{"id":425,"slug":"christopher-manning","name":"Christopher Manning","photo":null,"roleSummary":"Thomas M. Siebel Professor of Machine Learning at Stanford University","currentCompanySlug":null,"bio":"<cite index=\"18-1\">Christopher Manning is the inaugural Thomas M. Siebel Professor in Machine Learning in the Departments of Linguistics and Computer Science at Stanford University and a co-founder and Senior Fellow of the Stanford Institute for Human-Centered Artificial Intelligence (HAI).</cite> <cite index=\"23-2\">From 2010, Manning pioneered Natural Language Understanding and Inference using Deep Learning, with impactful research on sentiment analysis, paraphrase detection, the GloVe model of word vectors, attention, neural machine translation, question answering, self-supervised model pre-training, tree-recursive neural networks, machine reasoning, dependency parsing, and summarization.</cite>","socials":null},{"id":426,"slug":"ashok-elluswamy","name":"Ashok Elluswamy","photo":null,"roleSummary":"Vice President of AI Software at Tesla","currentCompanySlug":null,"bio":"<cite index=\"33-1,33-3\">Ashok Elluswamy is an Indian-American robotics engineer and executive best known as the Vice President of AI Software at Tesla, where he leads the development of the company's Full Self-Driving (FSD) technology, vision-only autonomous driving systems, end-to-end neural networks, and their application to the Optimus humanoid robot, having joined Tesla in 2014 as one of the founding members of the Autopilot team.</cite>","socials":null},{"id":427,"slug":"luke-kim","name":"Luke Kim","photo":null,"roleSummary":"Founder and CEO of Liner","currentCompanySlug":null,"bio":"Technology entrepreneur leading Liner, an AI-powered research and information management platform. The San Francisco-based company focuses on helping organizations organize and extract insights from large volumes of information.","socials":null},{"id":428,"slug":"mark-lee","name":"Mark Lee","photo":null,"roleSummary":"Founder and CEO of MarqVision","currentCompanySlug":null,"bio":"AI and software entrepreneur who founded MarqVision to develop computer vision and AI solutions. The Los Angeles-based company focuses on visual intelligence applications for enterprise and industry verticals.","socials":null},{"id":429,"slug":"wenjing-guo","name":"Wenjing Guo","photo":null,"roleSummary":"Co-Founder and CEO at Pika","currentCompanySlug":"pika-labs","bio":"Co-founder and CEO of Pika, an AI video generation platform. Guo studied at Harvard and Stanford and leads the company's development of generative video tools for creators.","socials":null},{"id":430,"slug":"joy-buolamwini","name":"Joy Buolamwini","photo":null,"roleSummary":"Founder of Algorithmic Justice League","currentCompanySlug":null,"bio":"Digital activist and researcher investigating bias and discrimination in artificial intelligence systems. Her research on facial recognition bias led to the documentary 'Coded Bias' and she founded the Algorithmic Justice League to raise awareness about AI's social impacts.","socials":null},{"id":431,"slug":"gary-marcus","name":"Gary Marcus","photo":null,"roleSummary":"Cognitive Psychologist and AI Researcher","currentCompanySlug":null,"bio":"Professor emeritus at NYU and prominent AI skeptic advocating for hybrid approaches combining neural networks with symbolic reasoning. Argues that current deep learning alone is insufficient for robust artificial intelligence and has authored multiple books on AI's limitations.","socials":null},{"id":432,"slug":"raluca-ada-popa","name":"Raluca Ada Popa","photo":null,"roleSummary":"Associate Professor at UC Berkeley","currentCompanySlug":null,"bio":"Computer scientist specializing in secure computing and encryption. Associate professor at UC Berkeley focusing on data security in AI systems. Previously founded Prevail, an encrypted email and file sharing startup addressing data privacy concerns.","socials":null},{"id":433,"slug":"isomorphic-labs-leadership-demis-hassabis-s-spinoff","name":"Isomorphic Labs Leadership (Demis Hassabis's spinoff)","photo":null,"roleSummary":"Founded spinoff focusing on AI for drug discovery","currentCompanySlug":null,"bio":"Research spinoff of Google DeepMind focused on applying AI to pharmaceutical development, which secured $3 billion deals with Eli Lilly and Novartis in 2025. The initiative demonstrates AI's transformative potential in scientific discovery and healthcare. It represents the commercialization of DeepMind's foundational research.","socials":null},{"id":434,"slug":"anna-makanju","name":"Anna Makanju","photo":null,"roleSummary":"Vice President of Global Impact at OpenAI","currentCompanySlug":"chatgpt","bio":"Policy and international affairs specialist with nearly two decades of experience in government roles at the U.S. Department of Defense, State Department, and National Security Council. She holds a J.D. from Stanford Law School and works on responsible AI development.","socials":null},{"id":435,"slug":"fredrik-stgren","name":"Fredrik Östgren","photo":null,"roleSummary":"CEO and Co-founder of Hubert AI","currentCompanySlug":null,"bio":"Entrepreneur who co-founded Hubert, an AI-first recruitment platform automating candidate screening through structured interviews. He previously founded and led Nepa, a publicly listed consumer research and data science company in Stockholm.","socials":null},{"id":436,"slug":"yao-hung-hubert-tsai","name":"Yao-Hung Hubert Tsai","photo":null,"roleSummary":"Co-Founder of Cheehoo (AI animation startup)","currentCompanySlug":null,"bio":"AI researcher and entrepreneur focused on animation technology. A former Apple AI researcher, he co-founded Cheehoo with former DreamWorks Animation president Chris deFaria to develop AI tools for streamlining animation production.","socials":null},{"id":437,"slug":"alessa-visnjic","name":"Alessa Visnjic","photo":null,"roleSummary":"Co-founder and CEO of WhyLabs","currentCompanySlug":null,"bio":"AI infrastructure entrepreneur focused on machine learning observability and model monitoring. She co-founded WhyLabs to help ML teams detect issues, troubleshoot problems, and improve model performance across both structured and unstructured data.","socials":null},{"id":438,"slug":"clem-delangue","name":"Clem Delangue","photo":null,"roleSummary":"CEO and Co-founder of Hugging Face","currentCompanySlug":"hugging-face","bio":"Leading figure in open-source AI and democratizing machine learning technologies. Co-founder and CEO of Hugging Face, building transformative models and infrastructure for AI development accessible to researchers and practitioners worldwide. Advocate for collaborative and transparent approaches to AI advancement.","socials":null},{"id":439,"slug":"yi-tay","name":"Yi Tay","photo":null,"roleSummary":"Chief Scientist at Reka AI and researcher at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"<cite index=\"36-4,36-5,36-6\">Yi Tay is a scientist and engineer at Google DeepMind working on the Gemini core team on RL and reasoning. Recently, he was model co-lead and captain of the Gemini Deep Think model that achieved the IMO Gold Medal.</cite>","socials":null},{"id":440,"slug":"jeff-boudier","name":"Jeff Boudier","photo":null,"roleSummary":"Head of Product and Growth at Hugging Face","currentCompanySlug":"hugging-face","bio":"Product leader responsible for Hugging Face's product direction and market growth strategies. Boudier works to expand the platform's capabilities and enterprise adoption while maintaining its commitment to democratizing AI.","socials":null},{"id":441,"slug":"margaret-mitchell","name":"Margaret Mitchell","photo":null,"roleSummary":"Chief Ethics Scientist at Hugging Face","currentCompanySlug":"hugging-face","bio":"AI researcher and ethics expert serving as Chief Ethics Scientist at Hugging Face, overseeing responsible AI development and alignment practices. Mitchell brings expertise in ethical AI deployment and bias mitigation to the platform.","socials":null},{"id":442,"slug":"noam-shazeer","name":"Noam Shazeer","photo":null,"roleSummary":"Co-founder of Character.AI and Transformer researcher at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Co-author of the 2017 'Attention Is All You Need' paper that introduced the Transformer architecture. Founded Character.AI in 2021 after leaving Google, and returned to Google in 2024 as part of a $2.7 billion licensing deal to lead the Gemini AI project.","socials":null},{"id":443,"slug":"malo-bourgon","name":"Malo Bourgon","photo":null,"roleSummary":"CEO of Machine Intelligence Research Institute (MIRI)","currentCompanySlug":null,"bio":"Engineer and long-standing MIRI team member since 2012 who transitioned from COO to CEO in 2023. Leads MIRI's shift toward policy advocacy and public communication on AI safety and existential risks.","socials":null},{"id":444,"slug":"rani-el-kaliouby","name":"Rani el Kaliouby","photo":null,"roleSummary":"Deputy CEO of Smart Eye and emotion AI pioneer","currentCompanySlug":null,"bio":"Pioneer in emotion AI and facial recognition technology for understanding human emotions. Co-founded Affectiva, an MIT Media Lab spin-off, which was acquired by Smart Eye in 2021.","socials":null},{"id":446,"slug":"devendra-singh-chaplot","name":"Devendra Singh Chaplot","photo":null,"roleSummary":"Robotics Researcher and Former Mistral AI Co-Founder","currentCompanySlug":null,"bio":"<cite index=\"19-2,19-12,19-13\">Devendra Singh Chaplot, a robotics researcher and Mistral AI co-founder, joined xAI and SpaceX to work directly with Elon Musk, and had contributed to training Mistral 7B, Mixtral 8x7B, Mistral Large, and headed the multimodal group for Pixtral 12B.</cite> <cite index=\"19-14,19-15\">He subsequently joined Thinking Machines Lab as a member of its founding team, with his specific combination of skills in embodied AI research, large language model training, and robotics mapping onto xAI and SpaceX's efforts.</cite>","socials":null},{"id":447,"slug":"priya-lakhani-obe","name":"Priya Lakhani OBE","photo":null,"roleSummary":"Founder and CEO of CENTURY Tech","currentCompanySlug":null,"bio":"Pioneer in AI-in-education who founded CENTURY Tech in 2013 to personalize learning through artificial intelligence. Previously founded social-impact food brand Masala Masala. Serves as member of UK Government's AI Council and co-founder of Institute for Ethical AI in Education.","socials":null},{"id":448,"slug":"boris-cherny","name":"Boris Cherny","photo":null,"roleSummary":"Head of Claude Code at Anthropic","currentCompanySlug":"anthropic","bio":"Engineering leader at Anthropic overseeing Claude Code development. Pioneered AI-assisted coding approaches where AI models generate 100% of code implementation. Leading a team that builds foundational AI coding tools and redefining software development practices at scale.","socials":null},{"id":449,"slug":"mike-knoop","name":"Mike Knoop","photo":null,"roleSummary":"Co-founder of Ndea, former Head of AI at Zapier","currentCompanySlug":null,"bio":"Mike Knoop is the co-founder and Zapier's former head of AI who launched Ndea alongside François Chollet. He brings practical expertise in building scalable AI systems and remains on Zapier's board while focusing on AGI research.","socials":null},{"id":450,"slug":"douwe-kiela","name":"Douwe Kiela","photo":null,"roleSummary":"Researcher at Google DeepMind; formerly CEO and co-founder of Contextual AI","currentCompanySlug":"google-deepmind","bio":"Dutch-American AI researcher and entrepreneur specializing in machine learning and natural language processing. Kiela led research at Meta AI on retrieval-augmented generation and served as Head of Research at Hugging Face before founding Contextual AI. In May 2026, he joined Google DeepMind as part of a licensing agreement.","socials":null},{"id":451,"slug":"oleg-repin","name":"Oleg Repin","photo":null,"roleSummary":"Co-founder and CEO of Perplexity AI","currentCompanySlug":"perplexity","bio":"Entrepreneur and AI researcher who founded Perplexity AI to build search infrastructure powered by large language models. The company has raised significant funding and reached a valuation of approximately $20 billion as of 2026.","socials":null},{"id":452,"slug":"xavier-garcia","name":"Xavier Garcia","photo":null,"roleSummary":"Co-founder and CTO of Replit","currentCompanySlug":"replit","bio":"Software engineer and entrepreneur focused on AI-powered development tools. Garcia co-founded Replit to democratize software development through an online IDE enhanced with AI coding assistance.","socials":null},{"id":453,"slug":"yonatan-zunger","name":"Yonatan Zunger","photo":null,"roleSummary":"CVP of AI Safety and Security at Microsoft","currentCompanySlug":"microsoft-copilot","bio":"<cite index=\"8-1,8-2\">Yonatan Zunger is Microsoft's Deputy CISO and CVP of AI Safety and Security. He spent much of his career at Google, where after running teams like high-capacity search and planet-scale storage, he ended up as CTO of Social.</cite> <cite index=\"8-6,8-8\">He worked on things like the Google Assistant, and ultimately co-lead privacy for the company. He joined Microsoft to figure out how to make generative AI safe, secure, and a net positive for society.</cite>","socials":null},{"id":454,"slug":"perplexity-leadership-aravind-srinivas","name":"Perplexity Leadership - Aravind Srinivas","photo":null,"roleSummary":"CEO of Perplexity AI","currentCompanySlug":"perplexity","bio":"Aravind Srinivas is the co-founder and CEO of Perplexity, an AI-powered search engine that combines large language models with real-time information retrieval. The company has emerged as a notable player in the conversational AI search space, building tools for researchers and information seekers to explore topics with AI assistance.","socials":null},{"id":455,"slug":"rowan-cheung","name":"Rowan Cheung","photo":null,"roleSummary":"Co-founder of Cognition, AI agents company","currentCompanySlug":"cognition","bio":"Rowan Cheung is a founder and leader in the AI agents space, working on autonomous AI systems designed to perform complex software engineering tasks. His work at Cognition focuses on developing Devin, an AI engineer that can autonomously handle coding projects and software development workflows.","socials":null},{"id":456,"slug":"liane-lovitt","name":"Liane Lovitt","photo":null,"roleSummary":"AI researcher and engineer","currentCompanySlug":null,"bio":"Liane Lovitt is a researcher and engineer working on AI safety and interpretability. Her work focuses on understanding how AI models function and making them more transparent and reliable.","socials":null},{"id":457,"slug":"kar-n-simonyan","name":"Karén Simonyan","photo":null,"roleSummary":"Chief Scientist of Microsoft's Humanist Superintelligence team","currentCompanySlug":"microsoft-copilot","bio":"Renowned AI researcher and co-founder of Inflection AI. Former DeepMind researcher who contributed to major AI breakthroughs including AlphaZero and AlphaFold. Leads technical research at Microsoft's HSI team developing advanced AI systems serving humanity.","socials":null},{"id":458,"slug":"sara-hooker","name":"Sara Hooker","photo":null,"roleSummary":"Co-founder and CEO of Adaption Labs","currentCompanySlug":null,"bio":"Computer scientist known for research on model efficiency, large language models, and algorithmic bias. She previously served as VP of Research at Cohere and built large systems at Google DeepMind, establishing the company's first AI research office in Africa.","socials":null},{"id":459,"slug":"michael-i-jordan","name":"Michael I. Jordan","photo":null,"roleSummary":"Professor of Computer Science at UC Berkeley","currentCompanySlug":null,"bio":"Foundational machine learning researcher known for latent Dirichlet allocation, variational inference, and Bayesian networks. Member of National Academy of Sciences with 266,000+ citations. Leading figure in probabilistic modeling and statistical learning.","socials":null},{"id":460,"slug":"dan-jurafsky","name":"Dan Jurafsky","photo":null,"roleSummary":"Professor of Linguistics and Computer Science at Stanford University","currentCompanySlug":null,"bio":"Renowned NLP researcher and co-author of 'Speech and Language Processing' textbook. MacArthur Fellow who contributed to speech recognition and semantic parsing. Won ACL Lifetime Achievement Award for work on machine understanding of semantics.","socials":null},{"id":461,"slug":"tom-m-mitchell","name":"Tom M. Mitchell","photo":null,"roleSummary":"Professor of Computer Science and Machine Learning Pioneer at Carnegie Mellon University","currentCompanySlug":null,"bio":"Machine learning pioneer and author of the foundational 'Machine Learning' textbook. Established the first Machine Learning Department at CMU. AAAI Past President who researches concept learning and cognitive neuroscience.","socials":null},{"id":462,"slug":"lin-junyang","name":"Lin Junyang","photo":null,"roleSummary":"Former AI Model Division Head at Alibaba Qwen","currentCompanySlug":"alibaba-qwen","bio":"Youngest P10 executive at Alibaba at age 32, who transformed Qwen from a side project into the world's most influential open-source LLM series with over 700 million downloads. Joined Alibaba in 2019 from Peking University and contributed to M6 and OFA models before leading Qwen's development.","socials":null},{"id":463,"slug":"zhou-jingren","name":"Zhou Jingren","photo":null,"roleSummary":"Chief AI Architect at Alibaba","currentCompanySlug":"alibaba-qwen","bio":"Senior leader driving Alibaba's AI strategy as chief architect of the Tongyi Large Model Business Unit. Responsible for Qwen AI model development and advancing Alibaba's position in large language models.","socials":null},{"id":464,"slug":"jarek-kutylowski","name":"Jarek Kutylowski","photo":null,"roleSummary":"CEO and Founder of DeepL","currentCompanySlug":null,"bio":"<cite index=\"28-1,28-3,28-4\">Led by CEO and founder Jarek Kutylowski, DeepL brings together a world-class group of AI experts who combine deep expertise in AI, product innovation, and global business strategy to deliver world-leading technology solutions</cite>. <cite index=\"28-11\">Founded in Cologne in 2017, DeepL has grown from a single translation product into one of the world's leading Language AI companies</cite>. <cite index=\"30-6\">Kutylowski earned a PhD in Computer Science with an emphasis on mathematics</cite>.","socials":null},{"id":465,"slug":"georg-kucsko","name":"Georg Kucsko","photo":null,"roleSummary":"Co-founder and Chief Technology Officer of Suno","currentCompanySlug":"suno","bio":"<cite index=\"37-14\">Georg is the machine learning genius described as the \"mad scientist, the man behind the curtain\" at Suno</cite>. <cite index=\"39-2,39-3\">Suno was founded by four people including Georg Kucsko who all worked for Kensho, an AI startup, before starting their own company in Cambridge, Massachusetts</cite>. <cite index=\"40-3,40-4\">Kucsko serves as co-founder and CTO, investing especially heavily in the machine learning team to develop Suno's frontier music model</cite>.","socials":null},{"id":466,"slug":"kai-sheng-tai","name":"Kai Sheng Tai","photo":null,"roleSummary":"Co-founder of Together AI","currentCompanySlug":"together-ai","bio":"AI researcher and entrepreneur focused on open-source large language models and distributed AI systems. Co-founded Together AI to democratize access to frontier AI models and computing infrastructure for researchers and developers.","socials":null},{"id":467,"slug":"jonathan-ho","name":"Jonathan Ho","photo":null,"roleSummary":"Chief Strategy Officer and Co-founder of Perplexity AI","currentCompanySlug":"perplexity","bio":"Engineer with background in search and ranking from Quora who co-founded Perplexity AI. Serves as Chief Strategy Officer, bringing expertise in search infrastructure and information retrieval systems to shape Perplexity's product strategy.","socials":null},{"id":468,"slug":"andreas-blattmann","name":"Andreas Blattmann","photo":null,"roleSummary":"Co-Founder and Generative AI Researcher at Black Forest Labs","currentCompanySlug":"black-forest-labs","bio":"<cite index=\"42-4,42-5\">Andreas was a generative AI researcher at LMU Munich, NVIDIA and StabilityAI, where he made significant contributions in the field of image- and video-generation, and is the co-inventor of Latent Diffusion, a generative modeling technique that led to the famous open-source text-to-image AI system Stable Diffusion.</cite>","socials":null},{"id":469,"slug":"joseph-hellerstein","name":"Joseph Hellerstein","photo":null,"roleSummary":"Jim Gray Professor of Computer Science at UC Berkeley","currentCompanySlug":null,"bio":"Renowned computer scientist specializing in data-centric systems and distributed computing. Co-founder and Chief Strategy Officer of Trifacta, which provides intelligent data wrangling solutions for AI and analytics.","socials":null},{"id":470,"slug":"dawn-song","name":"Dawn Song","photo":null,"roleSummary":"Professor of Computer Science and Co-Director of Berkeley Center for Responsible Decentralized Intelligence","currentCompanySlug":null,"bio":"MacArthur Fellow and leading expert in AI safety, security, and privacy. Her research addresses security challenges in AI systems and she is a serial entrepreneur focused on responsible technology deployment.","socials":null},{"id":471,"slug":"baris-gultekin","name":"Baris Gultekin","photo":null,"roleSummary":"Vice President of AI at Snowflake","currentCompanySlug":"snowflake-cortex","bio":"Product leader who co-created Google Now and grew Google Assistant from 10 million to 500 million monthly users. Co-founded nxyz, a blockchain data infrastructure company acquired by Snowflake in 2023. Now leads Snowflake's Cortex AI product portfolio and enterprise AI strategy.","socials":null},{"id":472,"slug":"andr-zayarni","name":"André Zayarni","photo":null,"roleSummary":"Co-Founder and CEO of Qdrant","currentCompanySlug":"qdrant","bio":"Romanian software engineer who co-founded Qdrant as an open-source vector database for enterprise AI applications, optimized for semantic search and RAG implementations. Built Qdrant into one of the leading vector databases with 29,000+ GitHub stars and 250+ million downloads. Raised $50 million Series B in March 2026, headquartered in Berlin to champion European AI infrastructure.","socials":null},{"id":473,"slug":"tomas-gogar","name":"Tomas Gogar","photo":null,"roleSummary":"CEO and Co-Founder of Rossum","currentCompanySlug":null,"bio":"Czech entrepreneur and AI leader who co-founded Rossum to develop AI-powered intelligent document processing solutions used by global organizations for enterprise automation. Recognized as one of the Top 25 AI Executives of 2025 for advancing how AI moves from theory to practical real-world implementation. Focuses on building systems and safeguards for enterprise AI adoption.","socials":null},{"id":474,"slug":"jeff-cardenas","name":"Jeff Cardenas","photo":null,"roleSummary":"CEO and Co-Founder of Apptronik","currentCompanySlug":"apptronik","bio":"Entrepreneur leading Apptronik in developing general-purpose humanoid robots for industrial automation. Under his strategic leadership, the company has raised over $1 billion in funding and partnered with major companies including Mercedes-Benz, Google, and ARK Invest.","socials":null},{"id":475,"slug":"nicholas-paine","name":"Nicholas Paine","photo":null,"roleSummary":"CTO and Co-Founder of Apptronik","currentCompanySlug":"apptronik","bio":"Roboticist and engineer with expertise in actuator design and robotic systems. A former NASA-JSC DARPA Robotics Challenge team member, he holds a PhD in Electrical and Computer Engineering and directs technical strategy for Apptronik's humanoid robot development.","socials":null},{"id":476,"slug":"aimei-wei","name":"Aimei Wei","photo":null,"roleSummary":"Founder and Chief Technical Officer of Stellar Cyber","currentCompanySlug":null,"bio":"Cybersecurity entrepreneur building AI-powered threat detection and response platforms. Founded Stellar Cyber to leverage machine learning and behavioral analysis for enterprise security operations and incident response automation.","socials":null},{"id":477,"slug":"regina-barzilay","name":"Regina Barzilay","photo":null,"roleSummary":"Professor at MIT CSAIL","currentCompanySlug":null,"bio":"MIT researcher and MacArthur Fellow known for pioneering work in NLP and machine learning for healthcare, including AI models for cancer diagnosis. Her interdisciplinary approach bridges computer science and biology to solve critical medical challenges.","socials":null},{"id":478,"slug":"nikesh-arora","name":"Nikesh Arora","photo":null,"roleSummary":"CEO & Chairman of Palo Alto Networks","currentCompanySlug":null,"bio":"Former Google Chief Business Officer and SoftBank President leading Palo Alto Networks into the AI-driven cybersecurity era. His experience scaling operations at major tech firms informs the company's strategic positioning around AI and enterprise security.","socials":null},{"id":479,"slug":"hinton-geoffrey","name":"Hinton, Geoffrey","photo":null,"roleSummary":"Emeritus Professor at University of Toronto, AI Safety Advocate","currentCompanySlug":null,"bio":"One of the three 'Godfathers of AI' who pioneered backpropagation and deep learning. 2024 Nobel Prize in Physics laureate. Since departing Google in 2023, has become the field's most credentialed voice on AI safety and existential risks.","socials":null},{"id":480,"slug":"koray-kavukcuoglu","name":"Koray Kavukcuoglu","photo":null,"roleSummary":"Chief Technology Officer at Google DeepMind","currentCompanySlug":"google-deepmind","bio":"Koray Kavukcuoglu is the Chief Technology Officer of Google DeepMind and was recently elevated to Chief AI Architect at Google. A former aerospace engineer with expertise in deep learning, he has overseen major AI advances at DeepMind since joining in 2012.","socials":null},{"id":481,"slug":"hyung-won-chung","name":"Hyung Won Chung","photo":null,"roleSummary":"Research Scientist at OpenAI specializing in large language models","currentCompanySlug":"openai","bio":"Hyung Won Chung is a research scientist at OpenAI focusing on large language models and reasoning. He previously worked at Google Brain where he contributed to foundational models including T5X and PaLM, and holds a PhD from MIT.","socials":null},{"id":482,"slug":"keunwoo-choi","name":"Keunwoo Choi","photo":null,"roleSummary":"AI Engineer and researcher specializing in music AI and large language models","currentCompanySlug":null,"bio":"Keunwoo Choi is an AI engineer and researcher currently at Upstage, working on large language models and multimodal systems. He previously led LLM initiatives at Roche/Genentech and has expertise in music information retrieval and audio AI.","socials":null},{"id":483,"slug":"niru-maheswaranathan","name":"Niru Maheswaranathan","photo":null,"roleSummary":"AI researcher specializing in neural networks and learned optimizers","currentCompanySlug":"google-deepmind","bio":"Niru Maheswaranathan is a researcher at Google DeepMind focused on understanding neural network dynamics and developing learned optimization algorithms. His work bridges neuroscience and machine learning to advance fundamental AI capabilities.","socials":null},{"id":484,"slug":"james-peng","name":"James Peng","photo":null,"roleSummary":"Co-founder and CEO of Pony.ai","currentCompanySlug":null,"bio":"James Peng (Jun Peng) is the co-founder and CEO of Pony.ai, a leading autonomous driving technology company. Previously, he served as Chief Architect at Baidu leading autonomous driving R&D and worked at Google/Alphabet, where he received the Google Founder's Award. He holds a doctorate from Stanford University.","socials":null},{"id":485,"slug":"tiancheng-lou","name":"Tiancheng Lou","photo":null,"roleSummary":"Co-founder and Chief Technology Officer of Pony.ai","currentCompanySlug":null,"bio":"Tiancheng Lou is the co-founder and Chief Technology Officer of Pony.ai, responsible for overall research and development and product technology initiatives. He has been instrumental in developing the autonomous driving systems that power Pony.ai's robotaxis and robotruck solutions.","socials":null},{"id":486,"slug":"oren-etzioni","name":"Oren Etzioni","photo":null,"roleSummary":"Founder and CEO of TrueMedia.org; Professor Emeritus at University of Washington","currentCompanySlug":null,"bio":"AI pioneer and founding CEO of the Allen Institute for Artificial Intelligence, which grew to over 200 researchers under his leadership. Now focuses on combating political deepfakes through AI. Known for foundational work in AI search, information extraction, and AI governance.","socials":null},{"id":487,"slug":"prabhakar-raghavan","name":"Prabhakar Raghavan","photo":null,"roleSummary":"Chief Technologist at Google","currentCompanySlug":"google-deepmind","bio":"Computer scientist and authority on search algorithms. Joined Google in 2012 and led major initiatives including Gmail's Smart Reply, AI Overviews in Search, and integration of AI across Google's products.","socials":null},{"id":488,"slug":"yao-shunyu","name":"Yao Shunyu","photo":null,"roleSummary":"Chief AI Scientist at Tencent","currentCompanySlug":"tencent-hunyuan","bio":"Former OpenAI researcher known for foundational AI agent work including ReAct and Tree of Thoughts. Appointed Tencent's Chief AI Scientist in 2025 to lead large language model development and AI infrastructure.","socials":null},{"id":489,"slug":"zhou-xinyu","name":"Zhou Xinyu","photo":null,"roleSummary":"Co-founder of Moonshot AI","currentCompanySlug":"moonshot-ai","bio":"Co-founder and Chief Technical Officer of Moonshot AI. Zhou specializes in data fusion and knowledge graphs and was a core developer of the AMiner academic analytics platform before co-founding Moonshot with Yang Zhilin.","socials":null},{"id":490,"slug":"wu-yuxin","name":"Wu Yuxin","photo":null,"roleSummary":"Co-founder and Head of Research at Moonshot AI","currentCompanySlug":"moonshot-ai","bio":"Co-founder and leader of the AI research team at Moonshot AI. Wu earned his PhD from Carnegie Mellon University and previously worked at Meta AI Research where he co-developed Group Normalization and created the Detectron2 computer-vision toolkit.","socials":null},{"id":491,"slug":"yacine-jernite","name":"Yacine Jernite","photo":null,"roleSummary":"Head of Research at Hugging Face","currentCompanySlug":"hugging-face","bio":"Senior researcher at Hugging Face leading research initiatives in open-source AI. Jernite has contributed to large-scale language model development and open-source ML infrastructure.","socials":null},{"id":492,"slug":"francesco-chollet","name":"Francesco Chollet","photo":null,"roleSummary":"Software Engineer at Google","currentCompanySlug":"google-ai-overviews","bio":"<cite index=\"19-46,19-47,19-48\">François Chollet is a Software Engineer at Google. He is the creator of Keras, a widely used deep learning library that has enabled countless developers and researchers to build neural networks easily. Also known for research on abstraction in AI (author of the \"Measure of Intelligence\" paper).</cite>","socials":null},{"id":493,"slug":"andreas-jansson","name":"Andreas Jansson","photo":null,"roleSummary":"Co-founder of Replicate","currentCompanySlug":"replicate","bio":"Machine learning engineer with deep infrastructure expertise from his role at Spotify, Andreas Jansson co-founded Replicate to bridge the gap between AI research and practical applications. He brings extensive experience in deploying research innovations to production systems.","socials":null},{"id":494,"slug":"rishi-bommasani","name":"Rishi Bommasani","photo":null,"roleSummary":"Senior Research Scholar at Stanford HAI","currentCompanySlug":null,"bio":"AI researcher and policy scholar at Stanford's Human-Centered AI Institute focusing on governance and societal impact of AI systems. Co-author of foundational research on evidence-based AI policy and AI foundation models, advising policymakers globally.","socials":null},{"id":495,"slug":"jennifer-chayes","name":"Jennifer Chayes","photo":null,"roleSummary":"Dean of UC Berkeley College of Computing, Data Science and Society","currentCompanySlug":null,"bio":"Leading computer scientist and administrator at UC Berkeley overseeing computing research and education. Co-author of research on evidence-based AI policy mechanisms and actively engaged in national AI governance discussions.","socials":null},{"id":496,"slug":"scott-clark","name":"Scott Clark","photo":null,"roleSummary":"Co-founder and CEO of Hypercube (formerly distributed ML platform lead)","currentCompanySlug":null,"bio":"Machine learning engineer and entrepreneur with expertise in distributed systems and AI optimization. Leads development of tools for AI model training and infrastructure.","socials":null},{"id":497,"slug":"sebastian-raschka","name":"Sebastian Raschka","photo":null,"roleSummary":"ML/AI researcher, educator and author","currentCompanySlug":null,"bio":"Former statistics professor and seasoned machine learning researcher known for practical code-driven AI systems. Author of influential texts on building LLMs from scratch, providing hands-on guidance spanning academia and industry.","socials":null},{"id":498,"slug":"victor-sanh","name":"Victor Sanh","photo":null,"roleSummary":"Research Scientist at Hugging Face","currentCompanySlug":"hugging-face","bio":"Research scientist at Hugging Face specializing in natural language processing and machine learning. Sanh is a core contributor to the Transformers library and has led multimodal research including the Idefics2 vision-language model.","socials":null},{"id":499,"slug":"eug-ne-schupp","name":"Eugène Schupp","photo":null,"roleSummary":"Chief Technology Officer and executive","currentCompanySlug":null,"bio":"CTO and strategic executive in the AI infrastructure space. Schupp has been involved in scaling compute systems and advancing GPU utilization for large-scale AI model training.","socials":null},{"id":500,"slug":"chris-urmson","name":"Chris Urmson","photo":null,"roleSummary":"CEO and Co-founder of Aurora Innovation","currentCompanySlug":null,"bio":"Canadian engineer and robotics pioneer who led Google's self-driving car project for nearly eight years before founding Aurora Innovation in 2017. His team achieved the first commercially deployed driverless trucking service with SAE Level 4 autonomous vehicles.","socials":null},{"id":501,"slug":"chris-hull","name":"Chris Hull","photo":null,"roleSummary":"Co-founder of Jasper AI","currentCompanySlug":null,"bio":"Co-founder of Jasper AI alongside Dave Rogenmoser and John Morgan. Jasper is an AI writing and content generation platform for marketing teams.","socials":null}],"models":[{"id":1,"slug":"gen-4-5","companySlug":"runway","name":"Gen-4.5","family":"Gen","modality":["text-to-video","image-to-video","audio"],"contextWindow":null,"openWeights":false,"license":"Proprietary (commercial subscription)","releaseDate":"2025-12","benchmarkNotes":"Reported to have taken the top spot on AI video generator rankings at launch; introduces native audio, longer multi-shot generation, improved character consistency, and better rendering of physics such as momentum and fluid dynamics, though objects can still randomly disappear/reappear."},{"id":2,"slug":"gen-4","companySlug":"runway","name":"Gen-4","family":"Gen","modality":["text-to-video","image-to-video"],"contextWindow":null,"openWeights":false,"license":"Proprietary (commercial subscription)","releaseDate":"2025-03-31","benchmarkNotes":"Focused on persistent characters, locations, and objects across scenes using reference images without fine-tuning; outputs 5- and 10-second clips at 720p, 24 frames per second (fps). A Gen-4 Turbo variant followed on April 7, 2025, generating a 10-second clip in roughly 30 seconds."},{"id":3,"slug":"gen-3-alpha","companySlug":"runway","name":"Gen-3 Alpha","family":"Gen","modality":["text-to-video","image-to-video","video-to-video"],"contextWindow":null,"openWeights":false,"license":"Proprietary (commercial subscription)","releaseDate":"2024-06-17","benchmarkNotes":"Joint text-and-video diffusion system (characterized externally as a diffusion transformer) trained on Runway's internal compute cluster; named to TIME's 200 Best Inventions 2024. Supports up to ~40 seconds via extensions and 4K upscaling. A Turbo variant offers ~7x faster generation at roughly half the cost."},{"id":4,"slug":"aleph","companySlug":"runway","name":"Aleph","family":"Aleph","modality":["video-to-video"],"contextWindow":null,"openWeights":false,"license":"Proprietary (commercial subscription)","releaseDate":"2025-07-25","benchmarkNotes":"In-context video editing model that adds/removes/transforms objects, changes environments and lighting, and generates new camera angles from existing footage via text prompts. Aleph 2.0 (2026) supports edits up to 30 seconds at 1080p with frame-reference editing and multi-shot propagation."},{"id":5,"slug":"gwm-1","companySlug":"runway","name":"GWM-1","family":"General World Model","modality":["world-model","interactive-simulation","3D-avatar"],"contextWindow":null,"openWeights":false,"license":"Proprietary","releaseDate":"2025-12","benchmarkNotes":"Runway's first general world model, based on Gen-4.5, enabling engineers to create virtual environments for testing robots; available in additional variants optimized for tasks such as 3D avatar generation. Positioned to compete with Nvidia Cosmos and Google DeepMind Genie 3."},{"id":6,"slug":"anthropic-claude-opus-4-7","companySlug":"anthropic","name":"Claude Opus 4.7","family":"Claude 4","modality":["text","image","code"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2026-04-16","benchmarkNotes":"87.6% on SWE-bench Verified, 94.2% on GPQA Diamond, state-of-the-art on coding and knowledge work."},{"id":7,"slug":"openai-gpt-5-5","companySlug":"openai","name":"GPT-5.5","family":"GPT-5","modality":["text","image","code"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2026-04-23","benchmarkNotes":"82.7% on Terminal-Bench 2.0, 51.7% on FrontierMath Tier 1-3."},{"id":8,"slug":"google-deepmind-gemini-3-pro","companySlug":"google-deepmind","name":"Gemini 3 Pro","family":"Gemini 3","modality":["text","image","video","audio"],"contextWindow":2000000,"openWeights":false,"license":"proprietary","releaseDate":"2025-11-18","benchmarkNotes":"1501 Elo on LMArena, 76.2% on SWE-bench Verified, 91.9% on GPQA Diamond."},{"id":9,"slug":"google-deepmind-gemini-3-flash","companySlug":"google-deepmind","name":"Gemini 3 Flash","family":"Gemini 3","modality":["text","image","video"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2025-12-17","benchmarkNotes":"Frontier-level performance at speed, 81.2% on MMMU-Pro multimodal reasoning."},{"id":10,"slug":"meta-ai-llama-4-maverick","companySlug":"meta-ai","name":"Llama 4 Maverick","family":"Llama 4","modality":["text","image"],"contextWindow":1000000,"openWeights":true,"license":"llama-community","releaseDate":"2025-04-05","benchmarkNotes":"Competes with GPT-4o and Gemini 2.0, 17B active parameters from 400B total MoE."},{"id":11,"slug":"meta-ai-llama-4-scout","companySlug":"meta-ai","name":"Llama 4 Scout","family":"Llama 4","modality":["text","image"],"contextWindow":10000000,"openWeights":true,"license":"llama-community","releaseDate":"2025-04-05","benchmarkNotes":"Lightweight multimodal MoE model with 17B active parameters from 109B total."},{"id":12,"slug":"deepseek-deepseek-r1","companySlug":"deepseek","name":"DeepSeek-R1","family":"DeepSeek R1","modality":["text","code"],"contextWindow":128000,"openWeights":true,"license":"mit","releaseDate":"2025-01-20","benchmarkNotes":"Matches OpenAI o1 on reasoning benchmarks with 671B total parameters, 37B active."},{"id":13,"slug":"deepseek-deepseek-v3-1","companySlug":"deepseek","name":"DeepSeek-V3.1","family":"DeepSeek V3","modality":["text","code"],"contextWindow":128000,"openWeights":true,"license":"mit","releaseDate":"2025-08-01","benchmarkNotes":"Hybrid thinking mode combining V3 speed with R1 reasoning, superior tool calling."},{"id":14,"slug":"mistral-ai-mistral-large-3","companySlug":"mistral-ai","name":"Mistral Large 3","family":"Mistral 3","modality":["text","image","code"],"contextWindow":256000,"openWeights":true,"license":"apache-2.0","releaseDate":"2025-12-02","benchmarkNotes":"41B active parameters, 675B total MoE, frontier-class open multimodal model."},{"id":15,"slug":"alibaba-qwen-qwen3-5","companySlug":"alibaba-qwen","name":"Qwen3.5","family":"Qwen 3","modality":["text","code"],"contextWindow":null,"openWeights":true,"license":"apache-2.0","releaseDate":"2026-03-01","benchmarkNotes":"122B parameters with 10B active, beats GPT-5-mini on most benchmarks."},{"id":16,"slug":"moonshot-ai-kimi-k2-6","companySlug":"moonshot-ai","name":"Kimi K2.6","family":"Kimi K2","modality":["text","image","video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-04-01","benchmarkNotes":"1T parameter Agent Swarm model, 96.1% on AIME 2025."},{"id":17,"slug":"zhipu-ai-glm-5-1","companySlug":"zhipu-ai","name":"GLM-5.1","family":"GLM 5","modality":["text","code"],"contextWindow":null,"openWeights":true,"license":"apache-2.0","releaseDate":"2026-01-01","benchmarkNotes":"744B parameter MoE model with 40B active parameters, frontier-level reasoning."},{"id":18,"slug":"xai-grok-4-1","companySlug":"xai","name":"Grok 4.1","family":"Grok 4","modality":["text","image"],"contextWindow":256000,"openWeights":false,"license":"proprietary","releaseDate":"2025-11-17","benchmarkNotes":"Achieves #1 on LMArena Text Arena with 1483 Elo in thinking mode, leading on EQ-Bench for emotional intelligence."},{"id":19,"slug":"anthropic-claude-mythos-preview","companySlug":"anthropic","name":"Claude Mythos Preview","family":"Claude Mythos","modality":["text","code"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2026-04-07","benchmarkNotes":"Ranks #1 on BenchLM provisional leaderboard; achieves 93.9% on SWE-bench Verified and 97.6% on USAMO 2026."},{"id":20,"slug":"mistral-ai-mistral-medium-3-5","companySlug":"mistral-ai","name":"Mistral Medium 3.5","family":"Mistral Medium","modality":["text","image"],"contextWindow":256000,"openWeights":true,"license":"mit","releaseDate":"2026-04","benchmarkNotes":"Frontier-class open multimodal model with configurable reasoning effort for agentic and coding workflows."},{"id":21,"slug":"xai-grok-4-3","companySlug":"xai","name":"Grok 4.3","family":"Grok 4","modality":["text","image"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2026-04-30","benchmarkNotes":"xAI's flagship agentic model; achieves 98% on τ²-Bench Telecom and 1500 ELO on GDPval-AA benchmarks."},{"id":22,"slug":"replicate-runway-gen-4-5","companySlug":"replicate","name":"Runway Gen-4.5","family":"Runway Gen","modality":["video","image"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-12-01","benchmarkNotes":"Achieves 1247 Elo on Artificial Analysis text-to-video benchmark, ranked #1 on Video Arena leaderboard."},{"id":23,"slug":"replicate-runway-gwm-1","companySlug":"replicate","name":"Runway GWM-1","family":"Runway World Models","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-12","benchmarkNotes":"First general-purpose world model from Runway; runs at 24 fps with real-time physics simulation and geometry understanding."},{"id":24,"slug":"world-labs-world-labs-marble","companySlug":"world-labs","name":"World Labs Marble","family":"World Labs","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-11","benchmarkNotes":"First commercially available persistent 3D world model; generates explorable environments from text, images, or video."},{"id":25,"slug":"alibaba-qwen-qwen-3-5","companySlug":"alibaba-qwen","name":"Qwen 3.5","family":"Qwen 3","modality":["text","image","video"],"contextWindow":1000000,"openWeights":true,"license":"apache-2.0","releaseDate":"2026-02","benchmarkNotes":"Native vision-language model with 397B total parameters, 17B active; supports 201 languages and 1M token context."},{"id":26,"slug":"mistral-ai-mistral-small-4","companySlug":"mistral-ai","name":"Mistral Small 4","family":"Mistral Small","modality":["text","image"],"contextWindow":256000,"openWeights":true,"license":"mit","releaseDate":"2026-03-16","benchmarkNotes":"Hybrid small model with 119B total/6.5B active parameters; unifies reasoning and multimodal capabilities in single MoE model."},{"id":27,"slug":"google-deepmind-gemma-3-27b","companySlug":"google-deepmind","name":"Gemma 3 27B","family":"Gemma 3","modality":["text","image"],"contextWindow":null,"openWeights":true,"license":"apache-2.0","releaseDate":"2025","benchmarkNotes":"Sweet spot between capability and accessibility; optimized for deployment on single GPU with strong STEM benchmark performance."},{"id":29,"slug":"google-deepmind-google-veo-3","companySlug":"google-deepmind","name":"Google Veo 3","family":"Google Veo","modality":["video","audio"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025","benchmarkNotes":"Native audio-video champion with latent diffusion process jointly applied to audio and video in single pass."},{"id":30,"slug":"black-forest-labs-flux-2","companySlug":"black-forest-labs","name":"FLUX.2","family":"FLUX","modality":["image"],"contextWindow":null,"openWeights":true,"license":"proprietary","releaseDate":"2025-11","benchmarkNotes":"State-of-the-art image generation with 4MP photorealistic output and multi-reference control"},{"id":31,"slug":"meta-ai-llama-4-behemoth","companySlug":"meta-ai","name":"Llama 4 Behemoth","family":"Llama 4","modality":["text"],"contextWindow":null,"openWeights":true,"license":"llama-community","releaseDate":"2025-04","benchmarkNotes":"288B active parameters outperforms GPT-4.5 and Claude Sonnet 3.7 on several STEM benchmarks"},{"id":32,"slug":"bytedance-doubao-kling-2-6","companySlug":"bytedance-doubao","name":"Kling 2.6","family":"Kling","modality":["video","audio"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-12","benchmarkNotes":"First simultaneous audio-visual generation, creates video with synced voiceovers and sound effects in single pass"},{"id":33,"slug":"luma-dream-machine-luma-ray3","companySlug":"luma-dream-machine","name":"Luma Ray3","family":"Luma","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025","benchmarkNotes":"Hi-Fi 4K HDR video generation with superior physics simulation and subject-aware editing"},{"id":34,"slug":"google-deepmind-genie-3","companySlug":"google-deepmind","name":"Genie 3","family":"Genie","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-08","benchmarkNotes":"Interactive world model generating photorealistic environments explorable in real-time from text descriptions"},{"id":35,"slug":"world-labs-marble","companySlug":"world-labs","name":"Marble","family":"Marble","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-11","benchmarkNotes":"3D spatial world model generating navigable environments rather than flat video outputs"},{"id":36,"slug":"tencent-hunyuan-hunyuanvideo-1-5","companySlug":"tencent-hunyuan","name":"HunyuanVideo 1.5","family":"Hunyuan","modality":["video"],"contextWindow":null,"openWeights":true,"license":"proprietary","releaseDate":"2025-11","benchmarkNotes":"8.3B parameters achieving state-of-the-art visual quality and motion coherence on consumer-grade GPUs"},{"id":37,"slug":"hugging-face-yue","companySlug":"hugging-face","name":"YuE","family":"YuE","modality":["audio"],"contextWindow":null,"openWeights":true,"license":"apache-2.0","releaseDate":"2025-01","benchmarkNotes":"Open full-song music generation foundation model with dual-track ICL mode and style transfer capabilities"},{"id":38,"slug":"nvidia-nvidia-cosmos-2","companySlug":"nvidia","name":"NVIDIA Cosmos 2","family":"Cosmos","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025","benchmarkNotes":"World foundation model combining video generation, physics-aware simulation for robotics and autonomous vehicle training"},{"id":39,"slug":"suno-suno-v4-5","companySlug":"suno","name":"Suno v4.5","family":"Suno","modality":["audio"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025","benchmarkNotes":"Music generation with dynamic compositions, improved genre accuracy, and Personas feature for consistent style"},{"id":40,"slug":"deepseek-deepseek-v4-pro","companySlug":"deepseek","name":"DeepSeek-V4-Pro","family":"DeepSeek-V4","modality":["text","code"],"contextWindow":null,"openWeights":true,"license":"mit","releaseDate":"2025","benchmarkNotes":"1.6T total parameters (49B active) designed for long-context reasoning, coding, and agentic workflows"},{"id":41,"slug":"google-deepmind-veo-3-1","companySlug":"google-deepmind","name":"Veo 3.1","family":"Veo","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-01","benchmarkNotes":"Native 4K output with character consistency via Cinematic Anchor technology, paradigm shift in video generation"},{"id":42,"slug":"kling-ai-kling-o1","companySlug":"kling-ai","name":"Kling O1","family":"Kling","modality":["text","image","video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-12","benchmarkNotes":"First unified multimodal video model combining 18+ video tasks; 247% improvement over Veo 3.1 on image reference tasks."},{"id":43,"slug":"xai-grok-2-5","companySlug":"xai","name":"Grok-2.5","family":"Grok","modality":["text"],"contextWindow":null,"openWeights":true,"license":"proprietary","releaseDate":"2025-08","benchmarkNotes":"Open weights with restrictive license; prohibits using weights to train other models."},{"id":44,"slug":"nvidia-nemotron-cascade-2","companySlug":"nvidia","name":"Nemotron Cascade 2","family":"Nemotron","modality":["text"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2025","benchmarkNotes":"NVIDIA's open-weight model with efficient MoE architecture; competitive on coding and reasoning benchmarks."},{"id":45,"slug":"nvidia-cosmos-predict-2-5","companySlug":"nvidia","name":"Cosmos Predict 2.5","family":"Cosmos","modality":["video"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2025-12","benchmarkNotes":"World foundation model for physical AI; trained on 20 million hours of video with flow-matching architecture."},{"id":46,"slug":"meta-ai-v-jepa-2","companySlug":"meta-ai","name":"V-JEPA 2","family":"V-JEPA","modality":["video"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2025-06","benchmarkNotes":"State-of-the-art visual understanding and physical world prediction; enables zero-shot robot planning."},{"id":47,"slug":"luma-dream-machine-luma-ray-3","companySlug":"luma-dream-machine","name":"Luma Ray 3","family":"Luma","modality":["text","image","video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-11","benchmarkNotes":"Specialized for stylized motion exploration and HDR output; strong on natural cinematic motion."},{"id":48,"slug":"openai-sora-2-sora-2","companySlug":"openai-sora-2","name":"Sora 2","family":"Sora","modality":["text","image","video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2025-01","benchmarkNotes":"Unmatched realism and narrative coherence; handles consistent characters and accurate physics in complex scenes."},{"id":49,"slug":"alibaba-qwen-wan-2-6","companySlug":"alibaba-qwen","name":"Wan 2.6","family":"Wan","modality":["text","image","video"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2025","benchmarkNotes":"Fully open-source video model with consumer-friendly variants; generates synchronized audio natively."},{"id":50,"slug":"liquid-ai-ltx-video-2","companySlug":"liquid-ai","name":"LTX-Video 2","family":"LTX-Video","modality":["text","video"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2025","benchmarkNotes":"Fully open-source with strong quality; runs on RTX 4070 Ti (12GB VRAM) for local deployment."},{"id":51,"slug":"anthropic-claude-opus-4-6","companySlug":"anthropic","name":"Claude Opus 4.6","family":"Claude Opus 4","modality":["text"],"contextWindow":200000,"openWeights":false,"license":"proprietary","releaseDate":"2026-02","benchmarkNotes":"Top-performing on many benchmarks since February 2026 release, described as a step change above GPT-5.5 on cybersecurity and reasoning tasks."},{"id":52,"slug":"microsoft-copilot-phi-4-mini-instruct","companySlug":"microsoft-copilot","name":"Phi-4 Mini Instruct","family":"Phi-4","modality":["text"],"contextWindow":128000,"openWeights":true,"license":"mit","releaseDate":"2026-01","benchmarkNotes":"Delivers reasoning and multilingual performance comparable to 7B-9B models with only 3.8B parameters."},{"id":53,"slug":"google-deepmind-gemma-4-26b","companySlug":"google-deepmind","name":"Gemma 4 26B","family":"Gemma 4","modality":["text"],"contextWindow":256000,"openWeights":true,"license":"apache-2.0","releaseDate":"2026-04","benchmarkNotes":"Frontier intelligence on laptop-sized hardware, achieves 85 tokens/sec on consumer hardware."},{"id":54,"slug":"chatgpt-gpt-image-2","companySlug":"chatgpt","name":"GPT Image 2","family":"GPT Image","modality":["image"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-04","benchmarkNotes":"Top-ranked AI image generator with arena score of 384; significantly improved photorealism and complex prompt accuracy."},{"id":55,"slug":"gemini-gemini-3-5-flash","companySlug":"gemini","name":"Gemini 3.5 Flash","family":"Gemini 3","modality":["text"],"contextWindow":1000000,"openWeights":false,"license":"proprietary","releaseDate":"2026-05","benchmarkNotes":"Frontier-level intelligence at 4x the speed of comparable models; beats Gemini 3.1 Pro on coding and agents at 76.2% Terminal-Bench 2.1."},{"id":56,"slug":"moonshot-ai-kimi-k2-5","companySlug":"moonshot-ai","name":"Kimi K2.5","family":"Kimi","modality":["text","code"],"contextWindow":256000,"openWeights":true,"license":"mit","releaseDate":"2026-03","benchmarkNotes":"Strong open-weight model for coding and tool use; behind Cursor's Composer 2."},{"id":57,"slug":"google-deepmind-imagen-4-ultra","companySlug":"google-deepmind","name":"Imagen 4 Ultra","family":"Imagen 4","modality":["image"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-02","benchmarkNotes":"Photorealism benchmark in 2026; renders skin textures, fabric draping, reflections, and lighting with near-photographic accuracy."},{"id":58,"slug":"bytedance-doubao-seedance-2-0","companySlug":"bytedance-doubao","name":"Seedance 2.0","family":"Seedance","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-02","benchmarkNotes":"Handles motion and physical believability better than most; integrated into CapCut for mobile video generation."},{"id":59,"slug":"kling-ai-kling-3-0","companySlug":"kling-ai","name":"Kling 3.0","family":"Kling","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-01","benchmarkNotes":"Native 4K output generation (3840×2160) with strong detail in textures, lighting, and environmental consistency."},{"id":60,"slug":"pika-labs-pika-2-5","companySlug":"pika-labs","name":"Pika 2.5","family":"Pika","modality":["video"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026-03","benchmarkNotes":"Evolved from meme generator into legitimate creative studio; sharper motion, better character consistency, and keyframe transitions."},{"id":61,"slug":"hugging-face-fish-speech-v1-5","companySlug":"hugging-face","name":"Fish Speech V1.5","family":"Fish Speech","modality":["audio"],"contextWindow":null,"openWeights":true,"license":null,"releaseDate":"2026-02","benchmarkNotes":"Top-ranked open-source text-to-speech model with long-form generation and 64K token context support."},{"id":62,"slug":"voxtral-small","companySlug":"mistral-voxtral","name":"Voxtral Small","family":"Voxtral","modality":["audio","text"],"contextWindow":32000,"openWeights":true,"license":"Apache 2.0","releaseDate":"2025-07-15","benchmarkNotes":"24B parameter speech-understanding model built on Mistral Small 3.1 backbone; handles up to 30 minutes of audio for transcription and 40 minutes for understanding; reported to match ElevenLabs Scribe and outperform Whisper large-v3 at lower cost."},{"id":63,"slug":"voxtral-mini","companySlug":"mistral-voxtral","name":"Voxtral Mini","family":"Voxtral","modality":["audio","text"],"contextWindow":32000,"openWeights":true,"license":"Apache 2.0","releaseDate":"2025-07-15","benchmarkNotes":"3B parameter variant for local and edge deployments; API-optimized Voxtral Mini Transcribe variant reported to outperform OpenAI Whisper at less than half the price, starting at $0.001/min."},{"id":64,"slug":"voxtral-mini-transcribe-v2","companySlug":"mistral-voxtral","name":"Voxtral Mini Transcribe V2","family":"Voxtral Transcribe 2","modality":["audio","text"],"contextWindow":null,"openWeights":false,"license":"Proprietary (API only)","releaseDate":"2026-02-04","benchmarkNotes":"Batch transcription model supporting 13 languages with speaker diarization, context biasing (up to 100 terms) and word-level timestamps; reported ~4% word error rate on FLEURS benchmark; priced at $0.003/min."},{"id":65,"slug":"voxtral-realtime","companySlug":"mistral-voxtral","name":"Voxtral Realtime","family":"Voxtral Transcribe 2","modality":["audio","text"],"contextWindow":null,"openWeights":true,"license":"Apache 2.0","releaseDate":"2026-02-04","benchmarkNotes":"4B parameter streaming ASR with configurable latency down to sub-200ms; 13 languages; reported within 1-2% word error rate at 480ms delay; available via API at $0.006/min and as open weights on Hugging Face."},{"id":66,"slug":"voxtral-tts","companySlug":"mistral-voxtral","name":"Voxtral TTS","family":"Voxtral","modality":["text","audio"],"contextWindow":null,"openWeights":true,"license":"CC BY-NC 4.0","releaseDate":"2026-03-26","benchmarkNotes":"4B parameter multilingual text-to-speech model supporting 9 languages (English, French, German, Spanish, Dutch, Portuguese, Italian, Hindi, Arabic); zero-shot voice cloning from ~3 seconds of reference audio; reported time-to-first-audio ~90ms; human evaluations indicate parity with ElevenLabs v3 and superior naturalness vs ElevenLabs Flash v2.5; API at $0.016 per 1k characters."},{"id":67,"slug":"eleven-v3","companySlug":"elevenlabs","name":"Eleven v3","family":"Eleven","modality":["text-to-speech"],"contextWindow":5000,"openWeights":false,"license":"Proprietary / commercial via ElevenLabs subscription","releaseDate":"2025-06","benchmarkNotes":"Most expressive TTS model supporting 74 languages with inline audio tags ([laughs], [whispers], etc.); not optimized for real-time use."},{"id":68,"slug":"eleven-multilingual-v2","companySlug":"elevenlabs","name":"Eleven Multilingual v2","family":"Eleven","modality":["text-to-speech"],"contextWindow":40000,"openWeights":false,"license":"Proprietary","releaseDate":"2023","benchmarkNotes":"Supports 29 languages; emphasized for long-form narration quality, audiobooks, and dubbing; stronger number/text normalization than Flash models."},{"id":69,"slug":"eleven-flash-v2-5","companySlug":"elevenlabs","name":"Eleven Flash v2.5","family":"Eleven","modality":["text-to-speech"],"contextWindow":40000,"openWeights":false,"license":"Proprietary","releaseDate":"2024","benchmarkNotes":"Ultra-low-latency model generating speech in ~75ms across 32 languages; targeted at real-time conversational agents."},{"id":70,"slug":"scribe-v2-realtime","companySlug":"elevenlabs","name":"Scribe v2 Realtime","family":"Scribe","modality":["speech-to-text"],"contextWindow":null,"openWeights":false,"license":"Proprietary","releaseDate":"2025-11-11","benchmarkNotes":"Sub-150ms streaming transcription across 90+ languages; reported 93.5% accuracy on the FLEURS benchmark across 30 European and Asian languages."},{"id":71,"slug":"eleven-music","companySlug":"elevenlabs","name":"Eleven Music","family":"Eleven","modality":["text-to-music"],"contextWindow":null,"openWeights":false,"license":"Proprietary (trained on fully licensed data per company)","releaseDate":"2025-08","benchmarkNotes":"Studio-grade music generation from natural-language prompts; company reports nearly 14M songs generated since launch."},{"id":72,"slug":"grok-4","companySlug":"xai","name":"Grok 4","family":"Grok","modality":["text","vision","voice"],"contextWindow":256000,"openWeights":false,"license":"Proprietary","releaseDate":"2025-07-09","benchmarkNotes":"xAI claimed top results on ARC-AGI (15.9%), GPQA, AIME 2025, USAMO 2025 (Grok 4 Heavy 61.9%), and LiveCodeBench at release; positioned by xAI as 'most intelligent model in the world.'"},{"id":73,"slug":"grok-4-fast","companySlug":"xai","name":"Grok 4 Fast","family":"Grok","modality":["text","vision"],"contextWindow":2000000,"openWeights":false,"license":"Proprietary","releaseDate":"2025-09-19","benchmarkNotes":"Reported to deliver near-Grok 4 performance using ~40% fewer thinking tokens and up to a ~98% cost reduction; combines reasoning and non-reasoning modes."},{"id":74,"slug":"grok-4-1","companySlug":"xai","name":"Grok 4.1","family":"Grok","modality":["text","vision"],"contextWindow":2000000,"openWeights":false,"license":"Proprietary","releaseDate":"2025-11-17","benchmarkNotes":"Reached 1483 Elo on LMArena Text Arena at launch; reported ~65% reduction in hallucinations (12.09% → 4.22%) versus prior Grok versions; Grok 4.1 Fast variant supports Agent Tools API."},{"id":75,"slug":"grok-code-fast-1","companySlug":"xai","name":"Grok Code Fast 1","family":"Grok","modality":["text","code"],"contextWindow":null,"openWeights":false,"license":"Proprietary","releaseDate":"2025-08-28","benchmarkNotes":"Cost-efficient reasoning model optimized for agentic coding; launch partners included GitHub Copilot, Cursor, Cline, Roo Code, Kilo Code, opencode, and Windsurf."},{"id":76,"slug":"grok-2-5","companySlug":"xai","name":"Grok 2.5 (open weights)","family":"Grok","modality":["text"],"contextWindow":null,"openWeights":true,"license":"Source-available with commercial-use restrictions (acceptable use policy)","releaseDate":"2025-08","benchmarkNotes":"Weights released on Hugging Face in August 2025; xAI announced plans to release Grok 3 weights approximately six months after Grok 2.5."},{"id":28,"slug":"minimax-minimax-m2-7","companySlug":"minimax-hailuo","name":"MiniMax M2.7","family":"MiniMax Frontier","modality":["text"],"contextWindow":null,"openWeights":false,"license":"proprietary","releaseDate":"2026","benchmarkNotes":"Frontier LLM designed for agentic workflows; autonomously improves learning through RL experimentation and achieves competitive software engineering performance."}],"investors":[{"id":1,"slug":"thrive-capital","name":"Thrive Capital","type":"vc","website":"https://www.thrivecap.com","hqLocation":"New York, United States","foundedYear":2009,"aum":"$15.57B","thesis":"Concentrated bets on founders building AI-native platforms and frontier models across infrastructure and applications.","notableInvestments":["anthropic","elevenlabs","hugging-face"],"description":"Founded by Joshua Kushner, Thrive Capital is a venture capital firm focused on software, internet, and AI-enabled companies. The firm raised $5 billion for its flagship fund and participates in both early-stage and growth-stage investments.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.515Z","createdAt":"2026-05-24T01:57:34.515Z","updatedAt":"2026-05-24T01:57:34.515Z"},{"id":2,"slug":"greylock-partners","name":"Greylock Partners","type":"vc","website":"https://www.greylock.com","hqLocation":"Menlo Park, United States","foundedYear":1965,"aum":null,"thesis":"Early-stage AI investments in foundational models, enterprise applications, and autonomous systems.","notableInvestments":[],"description":"Founded in 1965, Greylock Partners is one of the oldest venture capital firms, focusing on early-stage technology investments. The firm has invested in 482 companies and maintains 19 unicorns in its portfolio.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.884Z","createdAt":"2026-05-24T01:57:34.884Z","updatedAt":"2026-05-24T01:57:34.884Z"},{"id":3,"slug":"founders-fund","name":"Founders Fund","type":"vc","website":"https://foundersfund.com","hqLocation":"San Francisco, United States","foundedYear":2005,"aum":null,"thesis":"Backing transformative AI and deep tech companies building the future infrastructure layer.","notableInvestments":["anthropic","scale-ai"],"description":"Cofounded by Peter Thiel and Keith Rabois, Founders Fund is known for investing in bold founders building companies in AI, autonomous systems, and frontier technology sectors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:34.971Z","createdAt":"2026-05-24T01:57:34.971Z","updatedAt":"2026-05-24T01:57:34.971Z"},{"id":4,"slug":"general-catalyst","name":"General Catalyst","type":"vc","website":"https://www.generalcatalyst.com","hqLocation":"San Francisco, United States","foundedYear":2000,"aum":null,"thesis":"Building transformative AI companies across enterprise applications, infrastructure, and consumer platforms.","notableInvestments":["mistral-ai","anduril"],"description":"General Catalyst is a venture capital firm investing in technology, healthcare, and consumer companies at all stages from seed to growth. The firm has invested in 500+ companies globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.055Z","createdAt":"2026-05-24T01:57:35.055Z","updatedAt":"2026-05-24T01:57:35.055Z"},{"id":5,"slug":"lightspeed-venture-partners","name":"Lightspeed Venture Partners","type":"vc","website":"https://www.lightspeedvp.com","hqLocation":"San Francisco, United States","foundedYear":2000,"aum":"$10B+","thesis":"Leading Series A to Series C investments in AI infrastructure and vertical applications with technical founders.","notableInvestments":["together-ai"],"description":"Lightspeed Venture Partners completed 23 AI investments totaling $890 million in 2024, focusing on infrastructure, developer tools, and vertical AI applications with investments across U.S., Europe, and Asia.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.139Z","createdAt":"2026-05-24T01:57:35.139Z","updatedAt":"2026-05-24T01:57:35.139Z"},{"id":6,"slug":"mubadala-capital","name":"Mubadala Capital","type":"sovereign","website":"https://www.mubadalagroup.com","hqLocation":"Abu Dhabi, United Arab Emirates","foundedYear":2007,"aum":"$32.7B","thesis":"Strategic AI infrastructure and datacentre investments to position UAE as a regional AI hub.","notableInvestments":["xai"],"description":"Mubadala Investment Company is a sovereign wealth fund investing $12.9 billion in AI and digitalization in 2025, with particular focus on AI infrastructure and frontier models.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.225Z","createdAt":"2026-05-24T01:57:35.225Z","updatedAt":"2026-05-24T01:57:35.225Z"},{"id":7,"slug":"norges-bank-investment-management-government-pension-fund-global","name":"Norges Bank Investment Management (Government Pension Fund Global)","type":"sovereign","website":"https://www.nbim.no","hqLocation":"Oslo, Norway","foundedYear":1990,"aum":"$2.2T","thesis":"Strategic AI model deployment for portfolio risk assessment and governance across global equities.","notableInvestments":["anthropic"],"description":"NBIM manages Norway's $2 trillion oil fund and uses Anthropic's Claude AI model for ESG risk monitoring and investment screening across its global portfolio.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.315Z","createdAt":"2026-05-24T01:57:35.315Z","updatedAt":"2026-05-24T01:57:35.315Z"},{"id":8,"slug":"index-ventures","name":"Index Ventures","type":"vc","website":"https://www.indexventures.com","hqLocation":"San Francisco, United States","foundedYear":2000,"aum":"$10B+","thesis":"Early to growth-stage AI research, enterprise applications, and consumer technologies across global markets.","notableInvestments":[],"description":"Index Ventures has built a diverse AI portfolio spanning research, enterprise applications, and consumer technologies, with offices in San Francisco, New York, and London.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.401Z","createdAt":"2026-05-24T01:57:35.401Z","updatedAt":"2026-05-24T01:57:35.401Z"},{"id":9,"slug":"spark-capital","name":"Spark Capital","type":"vc","website":"https://www.sparkcapital.com","hqLocation":"Boston, United States","foundedYear":2005,"aum":null,"thesis":"Investing in AI infrastructure, applications, and frontier model development across seed to late-stage.","notableInvestments":["anthropic"],"description":"Spark Capital led a $450 million Series round for Anthropic in 2024, demonstrating its focus on frontier AI development and advanced AI safety research.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.490Z","createdAt":"2026-05-24T01:57:35.490Z","updatedAt":"2026-05-24T01:57:35.490Z"},{"id":10,"slug":"insight-partners","name":"Insight Partners","type":"vc","website":"https://www.insightpartners.com","hqLocation":"New York, United States","foundedYear":2000,"aum":null,"thesis":"Generative AI transforming enterprise software with focus on high-growth SaaS companies.","notableInvestments":[],"description":"Insight Partners is a global venture capital and private equity firm focusing on high-growth technology and software businesses, with emphasis on AI-driven enterprise applications.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.577Z","createdAt":"2026-05-24T01:57:35.577Z","updatedAt":"2026-05-24T01:57:35.577Z"},{"id":11,"slug":"khosla-ventures","name":"Khosla Ventures","type":"vc","website":"https://www.khoslaventures.com","hqLocation":"San Francisco, United States","foundedYear":2004,"aum":null,"thesis":"Backing bold AI founders in deep tech, climate, and frontier technology sectors.","notableInvestments":[],"description":"Khosla Ventures, founded by Vinod Khosla, invests in mission-driven companies focused on innovation in AI, climate tech, and other deep technology sectors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.665Z","createdAt":"2026-05-24T01:57:35.665Z","updatedAt":"2026-05-24T01:57:35.665Z"},{"id":12,"slug":"benchmark","name":"Benchmark","type":"vc","website":"https://www.benchmark.com","hqLocation":"San Francisco, United States","foundedYear":1995,"aum":null,"thesis":"Early-stage and growth investments in transformative AI applications and infrastructure companies.","notableInvestments":[],"description":"Benchmark is a venture capital firm that led Series A rounds for AI startups including Starcloud's fastest unicorn achievement with a $1.1 billion Series A valuation in 2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:35.749Z","createdAt":"2026-05-24T01:57:35.749Z","updatedAt":"2026-05-24T01:57:35.749Z"},{"id":13,"slug":"radical-ventures","name":"Radical Ventures","type":"vc","website":"https://radical.vc","hqLocation":"Toronto, Canada","foundedYear":2017,"aum":"$2.5B","thesis":"Back early-stage AI companies across science, infrastructure, and enterprise innovation globally.","notableInvestments":["cohere"],"description":"Toronto-based venture capital firm singularly focused on artificial intelligence, with $2.5 billion in assets under management across six funds. Founded by Layer 6 AI entrepreneurs and co-founder of the Vector Institute, Radical invests primarily in early-stage AI startups transforming critical sectors.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.172Z","createdAt":"2026-05-24T01:57:57.172Z","updatedAt":"2026-05-24T01:57:57.172Z"},{"id":14,"slug":"paradigm","name":"Paradigm","type":"vc","website":"https://www.paradigm.xyz","hqLocation":"San Francisco, USA","foundedYear":2018,"aum":"$12.7B","thesis":"Invest in AI, robotics, and frontier technologies where autonomous intelligence intersects with decentralized infrastructure.","notableInvestments":["nous-research"],"description":"San Francisco-based venture firm founded by Coinbase co-founder Fred Ehrsam and former Sequoia partner Matt Huang. Originally crypto-focused, Paradigm is expanding into AI and robotics with a $1.5 billion frontier tech fund launched in 2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.436Z","createdAt":"2026-05-24T01:57:57.436Z","updatedAt":"2026-05-24T01:57:57.436Z"},{"id":15,"slug":"accel","name":"Accel","type":"vc","website":"https://www.accel.com","hqLocation":"San Francisco, USA","foundedYear":1983,"aum":null,"thesis":"Invest in AI-native companies and developer tools across infrastructure, enterprise applications, and international expansion.","notableInvestments":["cursor-anysphere","perplexity","scale-ai"],"description":"Pioneering venture capital firm investing since 1983 across all stages, particularly focused on early-stage AI startups. Notable for leading Scale AI's $1 billion Series F round and co-leading Cursor's $2.3 billion Series D in 2025.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.526Z","createdAt":"2026-05-24T01:57:57.526Z","updatedAt":"2026-05-24T01:57:57.526Z"},{"id":16,"slug":"y-combinator","name":"Y Combinator","type":"accelerator","website":"https://www.ycombinator.com","hqLocation":"San Francisco, USA","foundedYear":2005,"aum":null,"thesis":"Invest in AI agents, developer tools, vertical AI for enterprise, and consumer AI applications through a batch-based accelerator model.","notableInvestments":["replit","scale-ai"],"description":"Prestigious startup accelerator founded in 2005 that invests $500k in batches of startups four times yearly. Approximately 40% of Winter 2024 batch was AI-focused; portfolio includes leading AI coding tools and infrastructure companies.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.616Z","createdAt":"2026-05-24T01:57:57.616Z","updatedAt":"2026-05-24T01:57:57.616Z"},{"id":17,"slug":"kleiner-perkins","name":"Kleiner Perkins","type":"vc","website":"https://www.kpvc.com","hqLocation":"San Francisco, USA","foundedYear":1972,"aum":null,"thesis":"Back artificial intelligence startups reshaping software, healthcare, transportation, and autonomous systems sectors.","notableInvestments":["synthesia"],"description":"Legendary Silicon Valley venture capital firm founded in 1972 that recently raised $3.5 billion in March 2026 specifically focused on AI startup investments. Notable portfolio includes Synthesia and other AI-driven companies across verticals.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.705Z","createdAt":"2026-05-24T01:57:57.705Z","updatedAt":"2026-05-24T01:57:57.705Z"},{"id":18,"slug":"coatue","name":"Coatue","type":"vc","website":"https://coatue.com","hqLocation":"New York, USA","foundedYear":1999,"aum":null,"thesis":"Invest in high-growth technology companies with focus on AI infrastructure, applications, and scale-stage opportunities.","notableInvestments":["cursor-anysphere"],"description":"New York-based venture firm founded in 1999 that manages multi-stage investment strategies. Notably co-led Cursor's massive $2.3 billion Series D round at $29.3 billion valuation in 2025-2026.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.795Z","createdAt":"2026-05-24T01:57:57.795Z","updatedAt":"2026-05-24T01:57:57.795Z"},{"id":19,"slug":"softbank-vision-fund","name":"SoftBank Vision Fund","type":"strategic","website":"https://visionfund.com","hqLocation":"London, United Kingdom","foundedYear":2017,"aum":"$154B","thesis":"Invest in transformative AI, hardware infrastructure, robotics, and applications across the entire AI economy stack.","notableInvestments":["perplexity"],"description":"Mega-fund created by SoftBank Group in 2017 and managed by SoftBank Investment Advisers. With $154 billion AUM across multiple funds, it invests in AI infrastructure, foundation models, robotics, and applications globally.","sourceConfidence":"reported","lastResearchedAt":"2026-05-24T01:57:57.885Z","createdAt":"2026-05-24T01:57:57.885Z","updatedAt":"2026-05-24T01:57:57.885Z"}]}