Drift is not a model problem. It is an operating model problem. The failure pattern nobody labels until it becomes expensive The most dangerous enterprise AI failures don’t look like failures. They ...

For years, security programs have relied on point-in-time snapshots to prove control effectiveness. They’ll run a quarterly audit here, a monthly scan there.

Agentic AI rarely crashes; it quietly changes its behavior, and if you’re not measuring that drift, you won’t see trouble coming.