AI adoption is a controls problem before it is a tooling problem.
I set the standards and guardrails for AI-assisted development inside a regulated environment, so teams get the speed without the organization absorbing risk nobody scoped. Evaluating a capability honestly, including deciding not to adopt it, is part of the job.