CRG Continuous AI Assurance

Assurance should continue after launch.

The CRG Control Plane maintains a living view of AI control effectiveness, evidence freshness, monitoring signals, exceptions, remediation and assurance cycles across deployed systems.

Control health

Controls remain not-tested until evidence supports an assessment. Health scores degrade for ineffective controls, stale evidence and unresolved exceptions.

Evidence freshness

Evidence can expire. Verification status, due dates and validity windows keep assurance from becoming a one-time report.

Monitoring signals

Operational metrics can be classified as client-measured, CRG-measured, independent external or provider-reported.

Exception governance

Exceptions carry severity, ownership, expiry and remediation rather than disappearing into informal issue lists.