Challenge
A small support team was losing time to repetitive categorization and reply drafting. Leadership wanted AI help, but not at the cost of customer trust.
Solution
- Defined safe response categories and escalation rules.
- Prepared a knowledge set from approved help docs and macros.
- Built an assistant workflow with confidence scoring and manual approval.
Result
The support team reclaimed over 20 hours per month without removing human review.