HireQwikField 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.
Automated Candidate Screening: Build vs Buy in 2026
Most ATS vendors say they 'do AI screening.' Most engineering teams think they can build it. Here is the honest build-vs-buy math for 2026.
How to Screen 1,000 Campus Applicants Without Chaos
Screening 1,000 campus applicants doesn't need 30 recruiters. The bottleneck isn't headcount — it's how you sequence the first 12-minute conversation.
AI Voice Screening vs One-Way Video Interviews
One-way video interviews lose half the applicant pool to drop-off before anyone evaluates a single candidate. Voice-based screening changes the math.
EU AI Act Aug 2: A 5-Question Vendor Checklist
Recruitment AI is high-risk under the EU AI Act from August 2, 2026, with fines up to €15M. The checklist Indian HR teams need before that date.
Hiring 5,000 Freshers Is a Capacity Math Problem
Indian HR teams hiring 5,000 freshers keep buying more sourcing.
Mobley v. Workday: The Case Against Auto-Reject
Mobley v. Workday is the landmark AI hiring bias case of 2026. What automated rejection without human review means for Indian HR teams.
SHRM 2026: AI in HR Stops at Resume Parsing. Voice Is Next
SHRM asked 1,908 HR professionals where AI runs in HR. Recruiting leads at 27%, mostly job postings, resume matching and scheduling.
TCS Cut Fresher Offers 44K to 25K: The New Normal
TCS made 25,000 fresher offers in FY27, down from 44,000. Same application flood, smaller slate — rejection accuracy is now the differentiator.
Voice Screens Complete at 70%+. One-Way Video Loses Half.
Vendor-reported completion runs 70-85% for AI voice screens against 40-60% for one-way video, and our pilot pool doubled when the video wall came…
107 Days to the EU AI Act. Is Your Hiring AI Auditable?
From August 2, 2026 any AI screening candidates for EU-linked roles is high-risk, with fines up to €15M. What compliance actually requires.
Agentic AI Is in HR. Screening Tools Are Still Reactive.
The shift from reactive to agentic AI in the HR operating layer is real, and most screening tools are still on the wrong side of it.
AI-Generated Resumes Are Breaking Resume Screening
67% of HR leaders say AI-generated resumes are slowing hiring.