Who it's for
Teams accountable for what their model learned from.
You ingest from marketplaces, labelers, partner APIs, crawls, synthetic data, or RLHF vendors — and you train on what comes in. You own the integrity of that data, and no tool today judges your sources, checks every sample, and signs the evidence in one place.
What you get
The full platform in your pipeline
Source trust, inline per-sample verdicts, and signed Integrity Certificates — live in your ingestion path from day one.
A direct line to the team
A private channel with the founders and weekly design calls. Integration questions answered by the people writing the code.
Real roadmap influence
The sources, checks, and integrations you need get built first. Partners ship ahead of everyone else.
Founding-partner pricing
Locked-in economics that make adoption a non-decision. We want you integrated, not negotiating.
What we ask
A real integration, not a logo.
Run the gate on real traffic
Stand up the ingestion gate in front of one training pipeline and point real data at it. We iterate against your traffic, not a synthetic benchmark.
Honest feedback
If a verdict is noisy or an integration is awkward, tell us. We'd rather hear it from you than from the second cohort.