Driftwitness
Your model changed. Nobody told you.
An independent witness that re-runs your AI against its own signed baseline and alarms the moment its answers quietly drift from what you last audited.
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Founder journal
Setback: false alarm. A pilot rotated their prompt on purpose, we read it as drift, paged on-call at 2am. Shipped signed change windows. False pages near zero.
First real signal looked boring. A pilot's assistant began refusing requests it answered for weeks: a vendor tightened a filter. Paged at 3am. 11 of 14 wired.
The fight people pick: the witness lives outside your infra. Inside, it trusts the config that lied to you. Costs a second bill. Worth it every time.
You audit a model once, sign off, trust it forever. But weights get updated and the dashboard never blinks. We re-check hourly against a baseline you signed.
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