# Adoption enablement manager brief

## What managers need to reinforce

AI adoption changes daily workflow behavior. Managers should reinforce when to use the AI-assisted path, when to escalate, how to verify sources, how to report trust blockers, and what evidence shows that adoption is healthy.

## Coaching prompts

- Which eligible work still bypasses the AI-assisted path?
- Which users override or abandon the path most often?
- Which blockers are training issues, data issues, policy issues, or product issues?
- Which wins can be turned into reusable examples for the next cohort?

## Operating cadence

Review activation, repeat usage, eligible-volume coverage, abandonment, satisfaction, and escalation every week until adoption stabilizes.