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.
Fresher Hiring Split in Two. Screening Rubrics Didn't.
Fresher hiring in India grew 16% YoY, the fastest of any experience band, but it split into a mass-hire track and a 20+ LPA specialist track.
Hiring Went Skills-First. Communication Goes Untested.
80% of Indian employers would rather hire proven skill than a better degree. Most skills-based screening still never tests communication.
Illinois' AI Hiring Disclosure Law Is Live: India Risk
Illinois HB-3773 took effect January 2026 and treats discriminatory AI hiring outcomes as a civil rights violation. The India exposure mapped.
78% Run Internships. Only 16% Convert Most Interns.
78% of Indian firms run internship programs but only 16% convert a majority of interns to full-time roles, per a 2026 industry report.
If Internships Are Your Funnel, Why Run on Vibes?
Most Indian employers treat internship conversion as a manager's gut call, not a screen.
Can a Deaf Candidate Pass Your AI Voice Screen?
Indian disability law already covers hiring. Most AI voice screening vendors, us included, lack a clean answer for candidates who can't take a voice…
India's GCCs Added 227,991 Hires in Six Months
GCC hiring in India hit 227,991 hires in H1 2026, up 11% YoY.
Are You Measuring English Fluency by Accident?
Most AI voice screens run in English only. On Tier-2/3 campus drives that quietly turns a communication filter into an English-fluency filter.
DPDP Act and AI Voice Screening: HR's Checklist
India's DPDP Rules are phasing in through May 2027.
1,099 Interviews: An Honest Post on Where AI Breaks
1,099 AI voice interviews across 14 pilot campaigns taught us where the screen works well — and where it still needs a human backstop.
10,200 Entry-Level Tech Roles vs Thousands Per Seat
India's entry-level tech openings sit near 10,200 in July 2026, but campus drives still pull thousands per seat. The screening math hasn't caught up.
IBM Is Tripling Entry-Level Hiring, Not Cutting It
IBM is tripling US entry-level hiring by redesigning junior roles around judgment, not task execution. Has your screening caught up yet?