What AI Regulation Will Change, and What It Won't

AI regulation, including the EU AI Act, follows a pattern most compliance teams already recognize from GDPR:

1. Use Case Identification: Same starting point as any privacy regulation.
2. Risk Categorization: Classify the AI use case by risk level.
3. Permitted Use Definition: Define clearly what's allowed and what isn't.
4. Proportionate Controls: Apply safeguards based on the risk tier.
5. Documentation: Record the reasoning behind each decision.
6. Market Trust Signal: AI governance maturity now shows up directly in RFPs, security assessments, and contracts.

Regulation shouldn't catch mature privacy and security teams off guard, it mostly formalizes habits they should already have. What's new is that responsible AI is now a factor in vendor trust, not just internal policy.