Red-teaming AI in regulated industries

General-purpose jailbreak testing misses the failures that matter most in regulated domains: subtly wrong advice delivered with full confidence.

Domain-specific threat models

We start by asking practitioners where real-world harm comes from — misapplied regulations, dosage errors, insecure configurations — and design challenges around those.

Documenting failures

Every verified failure is captured with reproduction steps, severity and a corrected answer, turning red-team findings directly into training data.