🔴 Shadow AI isn't just an IT problem — in semiconductor test environments, a generic AI can generate code that compiles perfectly, passes review, and still ships defective chips to your customer

⚠️ Traditional security perimeters are blind to it — Shadow AI operates inside encrypted sessions with valid credentials, bypassing firewalls entirely

🔒 The governance stack that actually works — NIST AI RMF, ISO/IEC 42001, and the EU AI Act mapped into a practical, actionable control model

✅ A real-world ATE case study — Advantest SmarTest 7 to 8 migration: exactly where generic LLMs fail, why the code looks correct, and what the consequences are on the production floor.