Field notes on AI screening and high-volume hiring
How AI screening actually works in production: resume scoring, voice interviews, and high-volume hiring, written from live pilots.
Why AI Resume Matching Is Harder for Niche Tech Roles
AI resume matching gets harder for niche technical roles, not easier.
After a Strong Go: What AI Screening Hands Off Next
A Strong Go verdict isn't the finish line. Here's what HireQwik hands HR, and what HR still has to decide, once a candidate clears the AI screen.
AI Screening Timeline: Application to Interview Result
A stage-by-stage timeline of a HireQwik screen: resume scoring, self-schedule, the 10-20 minute interview, and how fast a verdict actually lands.
Debugging a Candidate Stuck in the AI Screening Pipeline
A recruiter can't find one candidate's status in HireQwik. Here's a five-stop checklist for exactly where they got stuck and how to unstick them.
The AI Screening Pipeline, From Sheet Row to Verdict
Trace a candidate from a Google Sheet row to a Strong Go verdict: resume scoring, phase-0 knockout, two-evaluator scoring, and auto-decide, stage by…
AI Screening Setup: Campus Drive vs. Lateral Hire
A campus drive and a lateral search use the same HireQwik setup screen but need different configuration choices.
Setting Up Your First AI Screening Campaign in HireQwik
Step-by-step: set up an AI screening campaign in HireQwik, connect a Google Sheet, set the rubric, and get candidates self-scheduling in one sitting.
What Happens When a Candidate Hits the Reschedule Limit
HireQwik caps candidates at 3 reschedules in 72 hours.
Why Your Google Sheet Isn't Triggering AI Screening
Three days into a campus drive, zero interviews, 200 rows in the sheet.
Inside HireQwik's Score Filter for the Needs Review Queue
An AI screening dashboard score filter should let HR triage the pre-call queue by resume-match band, not just scroll it.
Resume Match Score vs. AI Interview Verdict, Explained
Resume match score and AI interview verdict look like the same number in two places on a dashboard.
The Bulk-Approve Mistake AI Screening Filters Prevent
Bulk approve or reject in AI screening is a mistake waiting to happen if select-all reads the full queue instead of the filtered view. Here's the fix.