Shadow AI: The hidden governance risk every workplace faces
Learn what shadow AI is, why simple bans tend to fail, which risks matter most, and how to discover, classify, approve, and monitor workplace AI use.

Practical guidance
Plain-language guidance for the people responsible for turning AI principles into policies, controls, training, oversight, and response practices.
Updated August 2, 2026Learn what shadow AI is, why simple bans tend to fail, which risks matter most, and how to discover, classify, approve, and monitor workplace AI use.
The resource library explains individual governance problems. The free Workforce AI Governance Assessment measures your broader posture across Policy, Tools, Data, People, Oversight, and Response in about seven minutes.