JD–based resume refinement
Students paste a real job description and our AI aligns their resume to that exact role and company — truthfully, the way modern recruiter screening expects.
For colleges & universities
Make Every StudentPlacement-ReadyBefore Recruiters Arrive
Give your students structured resume refinement, role-based interview practice, discounted access, and live readiness reports — all built around real job descriptions and placement outcomes.
White-labeled
Your institution's brand
JD–based AI
Resume tuned to each role
Live reporting
Readiness at a glance
Discounted rates
For your students
Why partner with us
A placement advantage students can feeland your team can measure.
Everything your placement cell needs to send students into drives genuinely prepared.
Role–based interview practice
Mock interviews built around the same job description — text and voice — so students rehearse for the real conversation, not a generic question bank.
White–labeled for you
The platform carries your institution's brand at a dedicated address. Students sign in with their college email ID and unlock discounted partner rates automatically.
The placement-cell dashboard
See readiness build, before recruiters arrive
A live view of how actively your students prepare and how their JD-match readiness improves over the season.
How the partnership works
Live in three simple steps
We set you up
Your white-labeled portal goes live at a branded address. No infrastructure or IT lift required from your side.
Students sign in
With their college email ID — unlocking discounted partner rates across all GyanBatua services, automatically.
You track readiness
Your placement cell sees live readiness reports and can export the numbers anytime, by batch and date range.
Reporting that informs your placement strategy
Know exactly how ready your batch is
Engagement & activity — active students, JD-based resume matches run, and interview-practice sessions completed.
Readiness distribution — how students fall across ready, almost-ready, and needs-work score bands.
Improvement over time — average JD-match score climbing across the season, so you see preparation working.
One-click export — pull the numbers by batch and date range for your own reviews and reports.
Reports reflect resume-match and interview-practice activity and contain aggregate figures only — no individual student data or resumes are ever exported.
Questions? We got you
Institutional partnership FAQ
For colleges & universities
Bring GyanBatua.AI to your campus
See the student experience and the placement-cell dashboard in a 20-minute live demo. We'll tailor partnership rates to your institution.