Amazon SageMaker AI introduces observability for inference endpoints, providing visibility into token performance, GPU health, inference component placement, and autoscaling behavior via a pre-built CloudWatch dashboard. Customers can connect Grafana directly using PromQL endpoints to diagnose issues in minutes rather than hours.
Amazon SageMaker AI Inference Observability
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June 18, 2026
domain
amazon-elasticache