Screening Fidelity Threshold

Screening Fidelity Threshold is the point at which automated candidate handling stops saving an agency time and starts costing it placements. Below the threshold, AI screening compresses hours of resume review into minutes and nobody notices the machine. Above it, candidates feel the absence of a human and drop out, and the client blames the agency's process rather than the tool. The framework asks agencies to map each hiring workflow step against two variables: volume handled per recruiter and the personalization a candidate expects at that step. High-volume, low-emotion steps (job board distribution, availability polling, reference collection) tolerate near-total automation. Offer conversations, senior shortlists, and any step where the candidate is also a client's future employee do not. Spark Hire's one-way video screening and GoHire's AI matching both sit safely below the line for first-pass filtering; pushing the same automation into final-stage engagement is where retainer relationships get exposed. Set the threshold per client, in writing, before the first requisition opens.