What it sells
The data layer for physical AI
Business model breakdown
Buyer: who owns the budget?
UnverifiedML/data engineering leads at AI companies (hypothesis).
Trigger: what makes them buy now?
Scaling training-data annotation, curation and model evaluation from prototype to production.
Workflow: what inputs become what output?
Collect and curate data, annotate (image, video, audio, DICOM, LiDAR) with AI-assisted labeling and QC workflows, evaluate models.
Distribution: how it reaches customers
Self-serve Starter/Team signup plus book-demo enterprise sales.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2021 | — | 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.