{"id":110403,"title":"Ooak Data: Turn internal company data into a training ground where AI agents can be trained on real work","tagline":"The bottleneck to smarter agents isn't compute. It's real data. We unlock it.","body":"**TL;DR** Ooak Data turns internal company data into a training ground where AI agents can be tested on real work.\\\n\\\n[https://drive.google.com/file/d/1EgbFzN-g4cVY-dk7ZPH6gR37F28D56xo](https://drive.google.com/file/d/1EgbFzN-g4cVY-dk7ZPH6gR37F28D56xo/view?usp=sharing)\n\n**The problem**\n\nAI agents still fail on real work: the messy, multi-tool, permission-heavy workflows inside actual companies. You can't synthesize it either, real org charts, permissions, and cross-tool dependencies don't come out of a generator. You have to source it from real companies and make it safe. That's the hard part, and it's what we do.\n\n**Our Solution**\n\nWe connect to a company's tools (Gmail, Slack, Notion, Jira, Drive, SharePoint) and anonymize everything into a digital twin: structurally identical, but privacy-safe. Labs use our product to train and evaluate AI agents on real work.\n\nWe're working with multiple frontier labs and are now well above 7 figures in revenue. We've cut ingestion-to-delivery time 3x since launch, across data from 20 companies.\n\n**The team**\n\nWe’re a team of 3 cofounders: Pierre-Louis, Grégoire and Thomas and spent our careers inside the messy company systems we now replicate.\n\n**Our asks**\n\n* If you're training or evaluating agents on real workflows, we'd love to talk.\n* Connections with companies abo 20+ FTEs, operating, winding down, or recently closed. Know someone who fits? **Add them [here](https://form.typeform.com/to/PjHdZmDW)**, or if it's your own company, grab [**15 min**](https://calendar.google.com/appointments/schedules/AcZssZ142jxQGEjB1PR9skAe17Nf7Pjf8G8EszSPcRhZIzmZXGCkn05REmmAmqPvMgWTYUMwbQNwinIF). Curious what a dataset is worth? Try our [**simulator**](https://ooakdata.com/partner).\\\n  feel free to reach out to us: [pierrelouis@ooakdata.com](mailto:pierrelouis@ooakdata.com)\n\n![uploaded image](/media/?type=post\u0026id=110403\u0026key=user_uploads/3207024/bddd7844-32fc-4746-a3bd-e2a8450a85bd)\n\nYou can also reach us here: [pierrelouis@ooakdata.com](mailto:pierrelouis@ooakdata.com)","slug":"Sih-ooak-data-turn-internal-company-data-into-a-training-ground-where-ai-agents-can-be-trained-on-real-work","created_at":"2026-08-14T15:00:00.284Z","updated_at":"2026-09-19T07:41:13.175Z","total_vote_count":26,"url":"https://www.ycombinator.com/launches/Sih-ooak-data-turn-internal-company-data-into-a-training-ground-where-ai-agents-can-be-trained-on-real-work","share_image_url":"https://www.ycombinator.com/media/?type=post\u0026id=110403\u0026key=user_uploads/3207024/bddd7844-32fc-4746-a3bd-e2a8450a85bd","company":{"id":32554,"name":"Ooak Data","slug":"ooak-data","url":"https://ooakdata.com/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/ad1b7cce12014a7746a7f8b912560717f6e2f037.png","batch":"Summer 2026","industry":"B2B","tags":["Artificial Intelligence","Reinforcement Learning"],"search_path":"https://bookface.ycombinator.com/company/32554"}}