Medicare Advantage compliance is becoming operational surveillance
OIG’s Medicare Advantage compliance guidance points to a shift from process verification to operational surveillance. Health plans are increasingly expected to monitor trends continuously, detect behavioral patterns across denials, appeals, delegated oversight, and data quality, and demonstrate awareness of emerging risk before it becomes an audit issue.









