# Post-launch adoption plan review brief

Use this brief after an AI workflow launches. Adoption work starts after release: users need training, champions need feedback paths, support needs triage rules, and sponsors need enough signal to decide whether to scale, remediate, or pause.

## Review sections

- Usage by cohort and workflow.
- Quality feedback and training gaps.
- Support volume and recurring blockers.
- Improvement backlog and owner decisions.
- Next wave, hold, or scope change.