Chapter 24 · Part 4: Data boundaries, privacy, and compliance

Auditability at Scale: Traces, Logs, and Evidence

Unify traces and logs into evidence suitable for auditors.

Frameworks: NIST AI RMF

Layers: execution

Public practitioner doctrine. Free doctrine. Open knowledge. Paid enforcement.