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
01
We set you up
Your white-labeled portal goes live at a branded address. No infrastructure or IT lift required from your side.
02
Students sign in
With their college email ID — unlocking discounted partner rates across all GyanBatua services, automatically.
03
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.
FAQ
Institutional partnership FAQ
What is the GyanBatua.AI for Institutions program?
It is a white-labeled campus deployment of GyanBatua.AI — giving your students JD-based resume optimization, role-specific mock interviews, and placement teams live readiness analytics on your branding.
How long does onboarding take?
Most institutions go live within a few weeks after white-label setup and student roster configuration. Our team guides you through each step.
Can we use our own branding and domain?
Yes. The platform can be white-labeled with your college logo, colors, and a custom subdomain so students experience a native campus product.
What reporting do placement teams get?
Dashboards show batch readiness scores, practice hours, mock interview counts, and progress trends — helping you prioritize support before placement season.
How do we get started?
Book a demo or reach out via our contact form with a college or placement partnership inquiry. Our team will walk you through pricing, onboarding, and rollout.
How do students unlock discounted partner rates?
Eligible students sign in with their approved college email ID or domain. Partner discount rules are applied automatically — no manual codes or separate billing for your placement cell.
What do students actually do on the platform?
They paste a real job description, refine their resume against that role, run JD-match checks, and complete role-based mock interviews (text and voice) — all through your branded campus portal.
Do exported reports expose individual student resumes?
No. Placement reports are aggregate only — active students, JD matches, interview sessions, readiness bands, and trends. Individual resumes and private student content are never exported.
Who is this best suited for?
Colleges, universities, training institutions, and placement cells preparing students for internships, campus drives, and job applications — especially teams that want visibility before recruiters arrive.
Do we need any IT setup or infrastructure on our side?
No. We host and operate the white-labeled portal. Your institution configures access rules and branding; students use a web browser — no apps to install, no servers to maintain.
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.