The first step is understanding what the organization already uses, what models are in play, and where model outputs can introduce risk.
A lightweight intake and classification process helps teams move fast while ensuring new AI tools and models are assessed consistently.
The goal is not to stop innovation, but to create guardrails that surface high-risk use cases and apply the right controls where they matter most.