MON

Monitoring & Drift

Operational controls for monitoring & drift, with maturity levels, evidence requirements, and implementation guidance.

Get the free AI Governance Control Tracker

Get the free Excel tracker for all 136 governance controls. Score maturity, assign owners, and set deadlines, including the 6 monitoring & drift controls on this page.

136 controls in Excel
Score maturity and assign owners
Track deadlines and regulation coverage

Control	Current maturity	Target	Owner	Due date
MON-003AI Bias and Fairness Monitoring	Developing	Defined	AI Governance Team	15 Jan
MON-004AI Output Anomaly Detection	Initial	Managed	AI Engineering	28 Feb
MON-001AI Performance Baseline	Defined	Managed	AI Engineering	31 Mar

Preview with example entries. The workbook covers every control, plus a dashboard and regulation coverage tab.

Includes AI Governance Weekly every Thursday. Unsubscribe anytime.

Filter:Low effort Medium effort High effort

Agent-relevant

Clear

2 controls matching filters

MON-004

Agentmedium

AI Output Anomaly Detection

Automatically detect unusual, unexpected, or potentially harmful AI outputs in live use for investigation and response.

MON-006

Agenthigh

Behavioral Anomaly Detection for Agentic Systems

Monitor AI agents for unexpected action sequences, data or system access, and behavior inconsistent with assigned tasks.