Shadow AI Risk Assessment: A Framework for Ops Teams

Shadow AI Risk Assessment: A Framework for Ops Teams

Shadow AI Risk Assessment: A Framework for Ops TeamsMatyas Zaborszky
Published 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.

AI Security & Shadow IT