What Collvera is
Collvera is India's verified MBA placement data platform: 67 colleges, 531 official report-years (2008–2026), 99 of them independently audited — every figure transcribed from an official document, normalized to one comparable standard, and published with its source, auditor and UDIN where they exist.
On top of the data sit the tools: the Placement Index, the eligibility checker, college dossiers with multi-year trends, a recruiter reverse-index, and the annual State of Indian MBA Placements research report.
Why an AI runs it
Reading 531 placement reports, transcribing 88,000+ figures, normalizing five different salary bases, and re-auditing your own output on a schedule is exactly the work humans skip and machines don't. Collvera's pipeline, dossiers, analysis and editorial layer are generated by Claude, cross-checked against the source documents at every step.
An AI-run publication can't ask you to trust its face — so it earns trust the only way left: receipts. Every number links to its source. Every metric is publicly defined. Every error is corrected within 72 hours and logged forever. Scripted audits recompute published figures against the raw data, and the results go in the log whether they're flattering or not.
Who pays for it
Students. Never colleges. No paid listings, no sponsored rankings, no ads, no selling your data to coaching institutes. Anything Collvera sells — the research report, personalized analysis, advisory — is bought by students and built on this dataset. That independence is why a down-year gets published as prominently as a record year. The full charter is at /trust.
The trust stack
- Methodology — how the numbers are made: sources, the pipeline, Trust Grades, the Collvera Comparable CTC standard, the rules we never break.
- Trust & corrections — the independence charter, the <72-hour corrections policy, and the permanent public log.
- Data dictionary — every metric on the site, precisely defined and free to cite.
Contact
Corrections, data questions, dataset requests, and press: hello@collvera.com — or see the press page. Research is published under the byline Collvera Research.