Follow a controlled rollout
- Set a target for answer quality, AI resolution, or reviewed replies.
- Start with Note replies so an agent reviews every answer.
- Review the replies in Improve > Inspect & Logs.
- Fix knowledge gaps, guidance, and poor source content.
- Enable direct replies for one low-risk topic, audience, or time window.
- Review that group against the same target.
- Add one new topic or audience group at a time.

