Compliance monitoring provides continuous or periodic assurance that organizational activities conform to applicable requirements through automated controls, manual reviews, and testing procedures. Effective programs establish key compliance indicators, exception reporting, and corrective action tracking to identify and remediate violations promptly. Financial institutions monitor transaction patterns for anti-money laundering compliance, flagging suspicious activities for investigation. Monitoring differs from auditing by being more continuous and operational rather than periodic and retrospective. Technology platforms increasingly automate compliance monitoring through rule engines and machine learning anomaly detection.