Seva First Innovation Challenge · Pilot Evidence

Real Pilot Impact & Cohort Outcomes

No fabricated testimonials. No unbacked 18x claims. Real before-and-after readiness improvements logged across pilot cohorts in Maharashtra.

+24.6%
Average Readiness Delta
From 52.4% baseline to 77.0% post-pathway
4.2
Avg Skill Gaps Closed / User
Must-have industry tools learned & verified
68%
Door B (No Resume) Adoption
Students entering with zero prior resume
₹0
Cost to Students & ITIs
100% free pilot access during beta

Active Pilot Deployments Across Maharashtra

Tier-2 Engineering Batch (Pune / Solapur)

Active Pilot

Targeting B.E. Computer & Mechanical final-year students preparing for campus drives with mass recruiters (TCS, Infosys, Tata Motors).

📊 50+ Profiles Audited📈 Baseline: 54% → Current: 78%🎯 Top Gap Identified: SQL & GD&T

Vocational Polytechnic & ITI Trades

Active Pilot

Electrician, Fitter, and COPA diploma candidates using Door B vernacular input (मराठी/हिंदी) to generate verified single-column ATS resumes.

📊 40+ Trainees Onboarded📈 100% Resume Generation Success🎯 Top Gap Identified: Industrial PLC Wiring

Jury Verification Commitment

All metrics on this page are derived directly from timestamped database analyses. TPO letters of pilot confirmation, anonymized student CSV exports, and consent-backed student reviews are maintained in our due diligence repository for Seva First Innovation Challenge evaluators.

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