Real-time model performance tracking (sensitivity, specificity, alert rates). - Data drift detection comparing incoming patient data distributions to training data. - Alert fatigue monitoring (tracking how often clinicians acknowledged vs. dismissed alerts). - Automated retraining pipeline triggered