Shadow AI Risk Assessment: A Framework for Ops Teams
Matyas ZaborszkyPublished on: 11/08/2026
A step-by-step framework for auditing unauthorized AI tool usage, assessing data exposure risk, and building a governance policy employees will actually follow.
shadow AI tool risk assessment for operations teamsunauthorized AI tool usage employee riskAI governance policy for mid-market companiesshadow IT audit checklist for AI toolsemployee AI tool usage security policy