Field notes
How AI screening actually works in production — resume scoring, voice interviews, and high-volume hiring, written from live pilots.
India's Campus Hiring Is Changing: Why 73% of Employers Are Screening Freshers Completely Differently
73% of Indian employers plan to hire freshers in H1 2026 — but degrees are out and skills are in. Here's how the screening shift is reshaping India's …
SHRM Says 88% of Companies Screen with AI. Most Don't Know They're One Audit Away from a Problem.
88% of companies use AI in hiring per SHRM 2026. But only 39% have formal AI governance. Here's the 3-question audit every HR leader needs to run this …
The Real ROI of AI Screening Isn't Speed — It's Not Having to Screen at All
Everyone talks about time-to-hire. The real ROI of AI screening is rejection accuracy — auto-rejecting 67% of mismatches so HR reviews 400 profiles …
AI Adoption in HR Is Crossing the Chasm — What It Means for Your Team
43% of HR teams now use AI, up from 26% in 2024. 93% plan to increase usage. The early-majority wave is here. What changes when AI goes mainstream in …
AI Hiring Bias and Lawsuits: What HR Leaders Must Know in 2026
Workday, Eightfold, NYC, California, Colorado — AI hiring compliance is no longer theoretical. Here's what the legal landscape means for your HR team.
How We Screened 3,000 Candidates in 2 Hours Using AI Voice Agents
A real case study of AI voice screening replacing manual phone screens for campus hiring. 89% time reduction, Rs.39 per interview — validated by …
India's Campus Hiring AI Moment — Why the Window Is Right Now
April–June 2026 is peak campus hiring season in India. Here's why AI voice screening built for India — not adapted from US tools — changes the …
The Application Flood Is Real — How HR Teams Are Finally Winning
Two-thirds of recruiters are getting more applicants per role in 2026. Nearly half say quality is declining. Here's how AI screening is changing the …
Why 80% of Candidates Prefer Voice AI Over Human Interviewers
80% of candidates prefer voice AI to human interviewers. 12% better offer acceptance. 3–4× completion rates. The data on why voice AI is winning …