Interview Panel Score Drift Check

Review panel scores for one interviewer consistently away from the panel. Preparation only, not an account action.

What to provide

Panel member, scores per candidate and criterion.

How it works

1. Compute the panel mean per candidate and criterion.
2. Compare each interviewer’s deviation from the mean.
3. Flag one interviewer consistently beyond the agreed band.
4. Return the drift review without scoring changes.

The output

interviewer | mean_deviation | beyond_band_count | pattern | rescore_unproved

Worked fictional example

Fictional panel of three; one interviewer averages 1.8 below the panel across five candidates, beyond the 1-point band. The pattern needs review before the scores are compared.

Checks and limits

Keep original values, source IDs and version dates. Unknown facts stay held. Use qualified review for hiring, legal and accounting conclusions. No send, share, sign-in, scheduling, ledger change or payment. Fictional contract review is not a live account compatibility test.

More recruiters workflows · How-to guides

Method: reviewed source. Demand lead: Oct15 live AIS Search Console: marketing Copilot37 impressions, Planable/Claude45, Planable/ChatGPT24, campaignbrief12, investoragent19, MuseIndia115, cashflowforecasting13. Social calendar/reporting topics follow parent-query leads; other professions follow documented workflow needs, not measured exact intent. Site impressions are not monthly volumes; exact topic volume is unmeasured. Checked October 15, 2026.