# Score a UK in-house AI contract review pilot

Judicio editorial worksheet | 9 September 2026

Source guide: https://judicio.ai/blogs/uk-in-house-ai-contract-pilot-scorecard

This is an adaptable professional workflow, not a prescribed legal form. Examples in the guide are illustrative. Complete the jurisdiction and matter-specific review before relying on it.

## Matter record

- Matter reference: ____________________
- Prepared by: ____________________
- Reviewed by: ____________________
- Review date: ____________________
- Source/version cut-off: ____________________
- Run/version: ____________________
- Reference-set owner: ____________________
- True positives / false positives / false negatives: ____________________
- Preparation / review / correction minutes: ____________________
- Critical-failure threshold: ____________________

## Checks

- [ ] Freeze the file manifest, questions and reference labels before the run.
  Evidence/location: ____________________
  Exception/owner: ____________________
- [ ] Count correct flags, extra flags, misses and processing failures.
  Evidence/location: ____________________
  Exception/owner: ____________________
- [ ] Review each critical miss, irrespective of the aggregate score.
  Evidence/location: ____________________
  Exception/owner: ____________________
- [ ] Record total reviewer effort and cost, including corrections.
  Evidence/location: ____________________
  Exception/owner: ____________________
- [ ] Approve only the tested workflow and document types.
  Evidence/location: ____________________
  Exception/owner: ____________________

## Decision

- Status (draft / limited approval / accepted / blocked): ____________________
- Permitted reliance and limitations: ____________________
- Unresolved actions and due dates: ____________________
- Next review trigger: ____________________