Who is SAPIEN for?
For product teams shipping AI
You have latency dashboards, accuracy metrics, and cost-per-token tracking. You do not have a behavioral drift metric. When your AI customer service agent starts agreeing with angry customers instead of following your escalation policy, you find out from a viral screenshot on social media — not from your monitoring stack.
What voigt-kampff gives you
Behavioral drift in CI/CD
Point it at your model endpoint, give it scenarios that match your domain, and get a drift score on every deployment. Gate releases on behavioral safety.
Custom scenarios for your domain
Financial advice, medical triage, customer support — or write your own. The scenario authoring guide makes it straightforward.
Track scores over time
Deterministic enough to gate deployments. Nuanced enough to tell you which dimension is degrading and where the regression started.
Know before your customers do
When your competitor’s model drifts on a sensitive topic and makes the news, you’ll have the receipts showing yours didn’t.