From 38% to 82%:
how Digital Dossiers drive shortlist approval.
The industry standard shortlist approval rate is 38%. Majhi OS achieves 82%. The primary driver is not candidate quality — it is candidate intelligence quality. The Digital Dossier is what closes that gap.
The Approval Gap
Why 62% of shortlisted candidates get rejected.
Hiring managers reject shortlisted candidates for two reasons: the candidate doesn’t fit the role, or they don’t have enough information to feel confident advancing them. Most rejections are the second reason.
A hiring manager who receives a resume and a recruiter summary has to fill in the gaps themselves — from the interview, from references, from intuition. When the gaps are too large, they default to rejection. A Digital Dossier closes the gaps before the hiring manager has to ask.
The Evidence Connection
What the dossier provides that drives approval.
The five elements of a Digital Dossier that most directly predict approval are: validated professional history (eliminates ‘I’m not sure about that role they listed’), compensation intelligence (eliminates ‘we might be out of their range’), leadership pattern analysis (answers ‘can they manage the team they’d inherit’), explicit risk flags (addresses ‘I noticed a short tenure’ before the hiring manager does), and brief alignment score (confirms ‘this candidate matches what we agreed to look for’).
Every rejection of a qualified candidate is a cost. It extends the search. It burns recruiter capacity. It delays the hire. The Digital Dossier is the most direct lever Majhi OS has to reduce rejection of qualified candidates.
The Mechanics
How the approval rate improvement works in practice.
The shift from 38% to 82% approval does not happen because Majhi OS sources better candidates. It happens because Majhi OS presents candidates in a format that enables confident decisions — not just introductions.
Before Dossier (38% approval)
Hiring manager receives resume. Reviews during a 45-minute interview. Forms impression. Has questions they couldn’t fully explore. Hesitates. Rejects. Asks for ‘someone stronger.’
After Dossier (82% approval)
Hiring manager receives Digital Dossier 24 hours before the interview. Arrives with specific evidence-based questions. Confirms intelligence from the dossier in person. Makes a confident decision.
Related Reading
More from Majhi OS.
Candidate Intelligence
Most recruiting delivers candidates. Majhi OS delivers intelligence — evidence-backed dossiers that give hiring managers what they need to decide, not just a profile to review.
Read more →
Digital Dossier
The evidence-backed candidate intelligence file that replaces the resume in executive hiring. Seven evidence layers. Built by Majhi OS for every shortlisted candidate.
Read more →
Hiring Reliability Index™
The real-time composite score that measures mandate health. HRI and Digital Dossier work together — dossier quality directly drives shortlist approval rate, the HRI’s third sub-signal.
Read more →
See what 82% shortlist approval looks like on your mandate.
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