
Autonomy without policy creates operational risk, because an agent can execute faster than an organisation can detect, explain or reverse a bad decision.

The hardest part of enterprise AI is no longer building an agent. It is governing decisions, exceptions, permissions and accountability after deployment.

Everyone has an AI vision. Fewer have an AI plan. And almost none have the data infrastructure to support either. This is the pattern I keep seeing.