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External enrichment sources
Only the job description and candidate-supplied resume are reviewed.
Exact resume citations, clear review gaps, and a client-ready submission dossier for staffing agencies and HR technology teams.

Each stage stays visible so recruiters can inspect the source, correct the requirement, and document the final judgment.
Separate the role into requirements a recruiter can inspect and revise.
Keep essential, preferred, and unclear requirements visible before review begins.
Bind every supported statement to the exact candidate-supplied source text.
Route uncertainty, partial support, and missing details back to the recruiter.
Give the client a requirement-by-requirement record instead of a rewritten resume.
Interactive evidence review
Select a requirement to see the exact resume text and the review boundary attached to it.
Evidence review
Managed technical recruiting delivery for software and data roles across multiple client accounts, coordinating intake, review, and weekly submissions.
The resume states the work directly and gives enough context for recruiter review.

Client submissions keep the requirement, supporting citation, unresolved detail, and recruiter judgment together.
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Only the job description and candidate-supplied resume are reviewed.
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The live review workflow does not keep the uploaded file or generated result.
Review
The result is not_evidenced or needs_review, never a rejection claim.
Human
Role Evidence does not make the hiring decision.
The decision record preserves what the system received, what it suppressed, what it produced, and what the recruiter changed.
Production metrics tracked across staffing-team accounts.
Live staffing teams
Agencies using Role Evidence to prepare reviewable client submissions.
Dossiers assembled
Candidate submission records built with exact citations and review gaps.
Faster client submissions
Median cycle-time reduction reported by customer delivery teams.
Recruiter time returned weekly
Average weekly review prep time returned per active recruiter.
The subscription starts immediately and pairs the product with assisted onboarding for the first staffing teams.