Evidently AI

Inference meta-monitoring for Amazon SageMaker AI endpoints with Amazon Quick

This article from AWS ML blog introduces an inference meta-monitoring system for Amazon SageMaker AI endpoints. It provides a governance layer to continuously track prediction and data quality metrics, using AWS managed services and open-source tools like Evidently AI. The system includes drift detection, delayed ground truth integration, and automated performance dashboards.

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