TL;DR
The biggest AI risk is often not the approved system. It is the tools staff already use without approval, contracts, logging or assessment.
The exposure you cannot see.
Confidential documents in public chatbots, customer data in free translators, code in arbitrary tools: if it is not in the register, it is not governable.
Why the ban backfires.
A ban often only changes visibility. People stop asking, control points disappear, and in an audit “we forbid it” can become a worse finding.
What actually reduces risk.
Discover what is really in use. Offer a sanctioned path that is faster and better. Govern data and use instead of blocking every AI activity.
The right frame.
Shadow AI is not just a discipline problem. It is a governance and product problem: people have a need. The safe channel must become faster than the unsafe one.