Governance should be operational
A policy document is necessary, but it is not sufficient. Safe adoption requires rules inside the workflow that determine what an agent may do and when a person must intervene.
A useful permission model
Companies can classify agent actions by risk and reversibility, then assign the right approval behavior.
- Read-only access
- Draft-only output
- Human approval required
- Pre-approved low-risk actions
- Disabled actions
Control makes adoption easier
Clear boundaries reduce hesitation. Employees know where AI is useful, leaders know where approval is required, and the organization can expand capability without abandoning oversight.