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.
AI Hiring Audit Trail: 7 Questions Legal Will Ask
When legal sits down to approve an AI screening vendor, the conversation stalls at one question: show me the audit trail.
Campus Hiring Automation Tools: India 2026 Landscape
Most campus hiring automation tools automate the wrong layer. A practical map of where automation actually pays off on 1,000+ candidate drives.
4 Screening Metrics That Matter More Than Time-to-Hire
Time-to-hire hides everything that matters once your applicant pool crosses 1,000. The four screening-quality metrics that actually move it.
What Rejection-First Screening Looks Like Day to Day
Rejection-first screening is not a technology change. It is an HR workflow built on three buckets, a weekly audit ritual and a confident reject.
Handling Bias Complaints After an AI Rejection
A candidate says your AI rejected them for their accent. What HR actually does next: the audit trail, the review path, and the reply.
How to Calibrate an AI Screening Rubric for Freshers
How to calibrate an AI screening rubric for fresher hiring in India without rejecting the good profiles: bands, weights and a review loop.
3 Responsible-AI Questions Every Voice Vendor Must Pass
HR Tech Europe 2026 put Responsible AI at the centre. Before you sign any voice-screening contract, make your vendor answer these three questions.
Infosys Hired 12,000 Freshers in 6 Months. The Math.
Infosys is targeting 20,000 fresher hires in FY26. The screening math at that scale breaks every traditional process — here's what actually works.
Technical Assessment Cheating Doubled to 35% in a Year
Technical assessment cheating doubled in 12 months. In-person interviews don't scale. Here's the third option that's fraud-resistant by construction.
The ATS Suite Race: Why Buy Just a Voice Screen?
SmartRecruiters and Workday are bundling AI screening into their suites. Why buying the screening layer separately still makes more sense.
Zapier Freed 84 Recruiter Hours With Voice AI Screening
Third-party proof for voice AI screening: Zapier freed 84 recruiter hours in a pilot; a 70,000-candidate field study found 12% more offers.
99 Days to EU AI Act: The One Question HR Isn't Asking
99 days remain before EU AI Act enforcement, with fines up to €15M. The single vendor question Indian HR teams with MNC links must ask now.