08About

Real commercial egocentric data—with full chain of custody

Scraped and synthetic data miss long-horizon commercial workflows, expert error-recovery behavior, and the contextual metadata that separates a demo from a deployable system.

1. 01

   Capture

2. 02

   Passport

3. 03

   Validate

4. 04

   Deliver

IBM is a solution partner on the data side. Payouts are USDC or Harbor API credits. A token is coming. It is not how you get paid.