Latest news and updates from our team
A copyable 10-field shortlist record for technical candidates: must-haves with evidence, 4 labels from supported to contradicted, gaps and next action.
Resume ranking orders a pool you supply; candidate matching relates evidence to requirements. What each shows, and where people decide.
Learn how to separate must-have and nice-to-have requirements, weigh evidence, handle unknowns and keep preferences from distorting candidate matching.
Use a practical pre-outreach gate to find weak evidence, unmet requirements, duplicates and unresolved unknowns in an AI candidate shortlist.
A practical hiring manager method for shortlisting unfamiliar roles: own the outcome, document unknowns and involve a subject expert for technical evidence.
A practical workflow for sharing candidate evidence with the right reviewers, preserving source traces, controlling access and assigning the next action.
Learn how to read one candidate match explanation by separating source text, criteria, interpretation, uncertainty, contradiction and verification.
A practical checklist for testing evidence, consistency, unknowns and reviewer disagreement in an AI-ranked candidate shortlist.
Compare two candidate profiles with the same job-related criteria, evidence standards and structured questions while keeping unknowns visible.
Build a focused candidate shortlist with batches, evidence thresholds, review sampling, correction loops and clear stopping rules.
Learn how frozen criteria, common questions, independent notes and accountable calibration can limit inconsistent interview judgement.
A practical framework for classifying missing candidate evidence, judging materiality and choosing whether to progress, verify, hold or close.
Learn how to turn hiring-team feedback into controlled sourcing changes while keeping evidence, weighting and human approval visible.
A practical evidence taxonomy for candidate evaluation, with traceable sources, unknowns, contradictions, review controls and human-owned decisions.
Copyable candidate shortlist template for comparing people against a frozen brief, tracing sources, recording unknowns and handing over the next action.
Too many CVs for one role? Rank them with a free tool, then screen the best ones yourself. Five steps from a pile of CVs to a shortlist, with a worked example.
Learn how evidence differs for technical and product hiring while keeping candidate ranking criteria, unknowns and human decisions consistent.
A copyable founder checklist for reviewing candidate rankings, checking evidence, controlling changes and assigning the next action.
Compare candidate matching software by job-related evidence, uncertainty, explainability and review controls, not a misleading fit score.
Learn what a candidate fit score means, what it cannot prove, and how to inspect criteria, evidence, unknowns and ties before deciding.
How AI candidate ranking scores people against a role, the four mechanisms sold under that name, and six things to demand before you trust a shortlist.
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