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Shadow AI

Shadow AI monitors AI agent application behavior through EDR frameworks to help you understand agent usage across your organization and detect operations that may trigger security alerts.

Key Capabilities​

  • EDR Integration — obtain detailed telemetry data through EDR frameworks such as Microsoft Defender
  • Behavior Monitoring — real-time tracking of AI agent application activities in enterprise environments
  • Usage Analysis — in-depth insights into how employees use AI agent applications (e.g., OpenClaw)
  • Security Alert Detection — identify operations and behavior patterns that may pose security risks

How It Works​

Shadow AI connects to your EDR framework using credentials you provide, then continuously pulls telemetry data from monitored endpoints. It correlates that telemetry against AI agent activity to surface:

  • Which AI agents are being used, by whom, and how frequently
  • The full invocation chain for each agent session — prompt, process operations, network communications, and file modifications
  • Behavioral patterns that match known risk signatures, flagged for review

Results are displayed in the Shadow AI dashboard with per-session detail views and a one-click security assessment across all recent activity.