Amazon introduces a meta-monitoring governance layer for SageMaker AI production endpoints. The solution continuously tracks prediction and data quality, detects drift, integrates delayed ground truth, and surfaces automated performance dashboards. This architecture helps developers maintain ML model reliability and catch degradation in production environments.
Opening Kapyn…