AI Governance Isn’t Just a Policy

Most organizations approach AI governance the same way they approach most governance challenges: With documentation. 

They write policies.
They define principles. 
They publish ethical guidelines. 

And then they’re surprised when none of it holds up under pressure. 

AI governance doesn’t fail because documentation is missing.
It fails because human behavior shifts when AI enters the decision environment.