Azure AI & ML Best Practices Report

Overview

This report reviews AI & ML Best Practices across your selected Azure subscriptions using 15 enabled configuration and recommendation checks. It identifies affected resources and provides remediation guidance for failed checks.

Checks use the configuration and recommendations available for the selected subscriptions. Resources that cannot be evaluated are reported as unavailable or not applicable.

Assessment scope

• Advisor — 8 checks
• Cognitive Services — 5 checks
• Machine Learning — 2 checks

Example checks

• Azure Machine Learning Cost Optimization should be Applied
• Cognitive Services Accounts should be Encrypted with CMK
• Cognitive Services Accounts should have Local Authentication Methods Disabled
• Cognitive Services Accounts should use Private Link
• Cognitive Services Accounts should Disable Public Network Access

Upon completion, the report lists passed and failed checks, affected resources, unavailable evidence, and actionable remediation guidance.