- Problem
- The centre ran separate queues for several client programs. Overflow rules and callback offers were set once at launch and never revisited, so some queues overflowed too early and others left callers waiting too long.
- What the AI did
- AI Optimization reviews each queue's wait and abandonment patterns and proposes adjusted overflow and callback-offer thresholds, program by program. Changes within limits the operations director set are applied automatically overnight and reported the next morning; anything outside those limits is held for her one-click approval.
- What changed
- Queue settings now follow how each program actually behaves, and the director reviews a short change log rather than rebuilding rules by hand.