Maintain accuracy, reliability, cost-efficiency, and compliance of all AI systems in production. Key Actions: • Drift detection, automated retraining • Model risk and performance reviews • Incident response for model degradation • Cost optimization and experimentation frameworks Enabling Capabilities: • AI Operations • AI Strategy & Governance • AI Program & Portfolio Management Value Delivered: Sustained performance, trustworthiness, and ROI.