Third-Party AI Application Sign-in Monitoring
This rule detects and monitors sign-in attempts to third-party Artificial Intelligence (AI) applications within an organization's environment. It identifies sign-ins to known AI vendors and tools by matching keywords in application display names and resource display names from Entra ID (formerly Azure AD) sign-in logs. The rule specifically excludes Microsoft's own Copilot products to focus on 'shadow AI' usage. It aggregates sign-in attempts, successes, failures, unique users, and common failure reasons to provide insights into the adoption and potential risks associated with unsanctioned AI tool usage.
Microsoft Sentinel (KQL)

