Press run. An automated harness fires probes at a demo AI assistant — prompt injection, hallucination, PII leakage, scope — and a judge scores each response live. This is the exact discipline I wire into your CI so a bad AI change stops at the gate, not in production.
Honest note: the target is a deliberately naive demo assistant, so its failures are real, reproducible model behavior — shown to demonstrate the method, not to test a real company. A real engagement points this same engine at your live feature, runs hundreds of probes, and wires the gate into your CI. A short audit maps your full failure surface — scoped and quoted after a quick conversation.