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Practical guidance

Workplace AI governance resources

Plain-language guidance for the people responsible for turning AI principles into policies, controls, training, oversight, and response practices.

Updated August 2, 2026

Start with the risk you cannot govern until you can see it

Tools & Data · 9 minute read

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.

Use the guidance with a measurable baseline

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.

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