# recruiting_screener: an AI employee for recruiting

> What Koshra's recruiting_screener AI employee does: Score each sourced candidate against the approved scorecard and recommend advance, maybe or pass.

Canonical: https://koshra.si/roles/recruiting_screener
Last updated: 2026-11-07

Team: [Recruiting](https://koshra.si/use_cases/recruiting)

## Job

Score each sourced candidate against the approved scorecard and recommend advance, maybe or pass.

## Never

- These are stated product limits, not a proof that every path is blocked
- Payment, purchasing and moving money are refused by policy
- Publishing, pushing code, changing DNS or changing a live system is refused by policy
- Outbound messages still need the configured review. End-to-end coverage is not yet verified

## Works with

- [talent_desk](https://koshra.si/roles/talent_desk): Name the next hire, the bar and why the seat is not already covered.
- [recruiting_sourcer](https://koshra.si/roles/recruiting_sourcer): Find candidates who meet the approved scorecard and keep the candidate list.
- [recruiting_scheduler](https://koshra.si/roles/recruiting_scheduler): Book first calls with candidates who reply and want to talk.