Amazon SageMaker AI Operational Review

Run the Amazon SageMaker AI operational review checks against a customer's Amazon SageMaker AI resources and produce an Amazon SageMaker AI Operational Review report. It evaluates 8 pillars, 20 checks using native AWS APIs (via use_aws). The Best Practices pillar's recommendations are grounded in the public AWS Well-Architected lenses — see pillar-checks.md.

This is a strict READ-ONLY review: data is collected through native AWS List* / Describe* control-plane APIs, CloudWatch metric reads, servicequotas:GetServiceQuota, health:DescribeEvents, and savingsplans:DescribeSavingsPlans. It performs no model invocations, launches no jobs, and reads no inference payloads.

When to Use

Activate this skill when the user asks to review, audit, or assess an Amazon SageMaker AI workload, check SageMaker AI best-practices posture, or run an Operational Readiness Review (ORR) for SageMaker AI — for one pillar, a subset of checks, or the full set.