Help teams set a defensible accept-or-defer rule for a bounded task. Tune a score threshold on labeled development records under explicit error costs, freeze that policy, and evaluate held-out risk and coverage across slices. Export a decision-policy file and audit that shows how many requests need human review.
Proposed milestones
- Validate separated development and holdout records
- Tune thresholds under declared error costs
- Freeze and evaluate the policy on holdout slices
- Export a decision adapter and review-volume estimate
This is an upstream project brief; an implementation and completion tests are not supplied.