Ranking & Evaluation

A practical evidence taxonomy for candidate evaluation, with traceable sources, unknowns, contradictions, review controls and human-owned decisions.

Learn how to turn hiring-team feedback into controlled sourcing changes while keeping evidence, weighting and human approval visible.

A practical framework for classifying missing candidate evidence, judging materiality and choosing whether to progress, verify, hold or close.

Learn how frozen criteria, common questions, independent notes and accountable calibration can limit inconsistent interview judgement.

Build a focused candidate shortlist with batches, evidence thresholds, review sampling, correction loops and clear stopping rules.

Compare two candidate profiles with the same job-related criteria, evidence standards and structured questions while keeping unknowns visible.