What it sells
Expert-led data and RL platform for AI labs
Business model breakdown
Buyer: who owns the budget?
UnverifiedData or research leads at frontier AI labs and robotics companies.
Workflow: what inputs become what output?
Brief to written spec and quote in 48 hrs, sample episode in 5 days, pilot batch with QA report in 2 weeks, then weekly delivery; contributors collect data and a 650-person bench transcribes and aligns it.
Economics: what it saves and how it charges
Program-priced data collection and annotation; contributor pay shown as its own quote line; licence non-exclusive by default, exclusive priced separately.
Distribution: how it reaches customers
Sales-led quote requests via contact form and samples; work can run in the customer's cloud.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Fall 2026 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.