The operating question.

Shadow AI self-diagnostic.

The self-diagnostic is a fast way to separate sanctioned tools, unmanaged usage, and the workflows that need an independent read. It turns vague Shadow AI concern into specific evidence questions.

Questions to answer.

  • Where are employees using AI outside approved routes?
  • Which tools can touch customer, financial, regulated, or proprietary data?
  • Which outputs become decisions before review?
  • Which MCP or agent paths bypass existing DLP and CASB coverage?

Next move.

Use the diagnostic to decide whether the right next step is Quick Audit, Governance remediation, Fluency, or workflow-specific Evals.

Guidethe question, evidence, artifact, and action to sequence
Evidencethe source-linked facts needed for a defensible read
Next movehow the guidance connects back to the AI Audit