AZ567594 - Public Preview: Protect sensitive generative AI telemetry in Application Insights and Microsoft Foundry

Azure Updates

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Published

Jul 20, 2026

Status

In preview

Timeline

  • July 2026
    Preview
  • July 2026
    Private Preview

Product

Azure Monitor
Azure AI Foundry

Tag

Management
Security

Category

AI + machine learning
DevOps
Management and governance

Description

Azure Monitor Application Insights now stores generative AI content in a dedicated GenAIContent table (AppGenAIContent in Log Analytics), making it possible to apply newly available access controls to sensitive AI telemetry. Because Application Insights powers observability in Microsoft Foundry, these protections benefit customers using either experience. 

Since these new protections are built into Log Analytics at the platform layer, they extend beyond just generative AI content. You can now easily configure any table in Azure Monitor to use a more restrictive role for data access.

Organizations can use these capabilities to help restrict access to prompts, responses, tool calls, and other AI-generated content that may contain sensitive information such as PII or PHI. This capability is especially relevant for customers in regulated industries such as healthcare, financial services, and government. 

Learn more.