Unmanaged AI use is usually evidence of unmet demand. Teams are reaching for tools because they believe those tools will help them move faster or produce better work.
The first response should be understanding: which products are being used, by whom, for what purpose, and where company access may sit outside approved controls.
Turn discovery into enablement
Visibility creates the opportunity to separate useful adoption from avoidable risk. Trusted products can be brought into an approved catalog, assigned an owner, and connected through managed access.
The goal is not to eliminate experimentation. It is to make the safe path easier to find and easier to use.