Data partnerships

Real agent traces, licensed for your models.

We supply AI labs and data teams with authentic Claude, ChatGPT, and coding-agent traces. Every one is scrubbed of secrets and PII at the source, licensed with contributor consent, and priced per trace.

01

Consent-backed

Every trace is licensed by the person who created it. Contributors keep 80% of each sale, so supply stays real and renewable.

02

Scrubbed at the source

Secrets and PII are redacted on the contributor’s machine before anything reaches us. Nothing raw ever leaves their laptop.

03

Priced per use

Buy by eval set, RL workflow, or code benchmark. Pay for the traces you actually license, nothing more.