Evaluate output quality: catch misses without burying the team

Set a review threshold for a fictional reply router, then read the confusion matrix, metrics and category slices on twelve visible practice drafts. Risk scores and reference labels are hand-assigned for teaching; no AI model runs, nothing is sent and the drafts are not a held-out test set. Time: 30–45 minutes. All labs