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.

Robert Half: 67% of HR Leaders Say AI Resumes Slow Hiring
67% of HR leaders say AI-generated resumes are slowing hiring. Real-time conversational probing is the layer ChatGPT cannot pre-script.

SHRM 2026: 52% of Companies Leave HR Out of AI Strategy
SHRM 2026: 52% of organisations leave HR out of AI strategy and only 28% have HR leading upskilling.

UKG Cut 950 Jobs. Build-vs-Buy Just Got Decided.
UKG cut 950 jobs citing AI market shifts. When your HCM vendor is restructuring around AI, the screening you need won't ship from its roadmap.

Why Voice Beats Chat for First-Round Screening
78% of candidates chose an AI voice interview over a human in a 70,000-applicant field study, with 12% more offers.
Cheapest AI Interview Platform in India 2026
The 'cheapest AI interview platform in India' question only makes sense once you fix the unit. Per-student practice tools start at ₹1,199.
High-Volume Recruitment: The 1:30 HR-Candidate Ratio
High-volume recruitment in India runs into a hard daily ceiling: one HR coordinator can phone-screen about 30 candidates a day.
Anti-Scripting Voice AI: Detecting Rehearsed Answers
Most AI interview platforms score from the transcript. The signal that catches rehearsed answers lives in the audio: pace, hesitation, fluency.
Why Graduate Hiring Funnels Break at the Resume Screen
Graduate hiring funnels in India do not break at sourcing. They break at the resume screen, where good candidates are filtered out by keywords.
Bulk Hiring in Indian IT: The Bottleneck Moved
Indian IT services face 5,000+ applications per 100 fresher seats. The bottleneck moved from sourcing to evaluation, and most ATS cannot keep up.
Communication-First Screening: The First Filter
For non-engineering campus roles in India, English communication quality is the screening filter that should run first — before resume parsing.
Choosing an AI Screening Tool That Plugs Into Your ATS
Your ATS is a pipeline viewer, not a screening layer.
The Campus Screening Bottleneck: Phone Screens Stop at 500
Every campus hiring program hits a wall near 500 candidates, not because sourcing is hard but because phone-screen bandwidth runs out.