The data — the harvester stack
Needles, not haystacks.
Real-world data at fleet scale — at a lower cost per useful mile.
The harvester
Edge inference at ingress.
The harvester decides what matters on the machine, before anything crosses the bearer. No transit bill. No forever-storage. What leaves the vehicle is already shaped like evidence.
A disengagement is a free label — the scarcest data in physical AI, captured at the moment it happens.
The benchmark network
Every engagement adds an anonymized, schema-versioned record of how simulation maps to reality. OEMs, insurers, and rating bodies read the same network.
That shared readership is what makes each record worth contributing.