Scorecard-based evidence summaries produced alongside a manual review, never instead of it. Names, gender, age and photos were removed before anything was scored.
| Candidate | Evidence against the role criteria (AI summary) | AI | Manual | Outcome |
|---|
Sample data only. In the pilot, every disagreement of more than one point went to a second human reviewer; the summaries were never used to reject anyone.