Amazon SageMaker has a monitoring schedule scheduled
sagemaker_models_monitor_enabled
SageMaker Models Monitor detects data drift, model quality issues, and bias drift in production.
Risk
Without an active monitoring schedule, data drift, model quality issues, and bias drift go undetected, so model quality degrades silently while downstream decisions such as fraud detection, access control, and pricing keep relying on a degrading model.
Run this check with Prowler CLI
prowler aws --checks sagemaker_models_monitor_enabled
Recommendation
Enable Amazon SageMaker Model Monitor and keep at least one monitoring schedule in the Scheduled state so data quality, model quality, and bias drift are continuously evaluated against a baseline.
Source Code
Resource Type
Other