Build a Screening Flow That Knows When to Stop
Walk through a screening flow that advances clear matches and escalates ambiguous cases.
The workflow problem A high-volume role is open, recruiters are underwater, and the AI screen looks accurate on the obvious resumes. The real test arrives when the resume is incomplete, oddly worded, or adjacent rather than exact. If the flow does not know when to stop, the model's convenience becomes the process. The principle Advance clarity, escalate ambiguity Design the workflow so AI speeds up clear evidence and pauses when the evidence is weak, partial, or hard to explain. Bad shortcut Treat every low score as a rejection-ready decision Speed on clear cases, protection on unclear cases The flow should…
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