BeeTrustScore is a composite 0–1000 credibility score that combines verified skill, proctored assessment, peer reputation and employer feedback into one number — anchored to APAAR · ABC · DigiLocker, decomposable per dimension, DPDP-grade by design.
AMCAT, eLitmus and SHL gave recruiters a percentile. We give them a composite — and the decomposition behind every point. Three ingredients, one number a recruiter can defend.
Multi-modal AI assessment — oral fluency (Whisper + Claude rubric), timed coding with sandboxed execution and plagiarism cross-checks, and video skill verification with liveness + deepfake detection. Every minute of every submission auditable.
Every 0–1000 composite breaks down into named dimensions a recruiter can read — fluency, coding, plagiarism risk, peer review, employer feedback. SHAP attribution shows what moved the score, by how much, and why. No black box.
Plugs into APAAR ID, the Academic Bank of Credits, and DigiLocker — mandatory for every higher-ed student in India since June 2025. Per-purpose DPDP consent. Bias audits published annually. Built for the regulation, not around it.
From the student building their score to the recruiter making a hire — each view tuned to the actual job that person is doing.
For the student building a verifiable track record across three years of college. Mobile-first. Pick up where you left off. See exactly why the score moved.
For parents who want to support without pressuring. You see progress and band — never raw video, never the assessment content. Consent stays joint, privacy stays intact.
For the TPO running placements across a cohort. One dashboard, one consent flow, one place to see the placement-likelihood distribution without breaking student privacy.
For the recruiter shortlisting at scale. Filter by composite, drill into the decomposition, watch the proctored video clip, ask the score-card any question. Verified on APAAR — no fake résumés.
For the team running BeeTrustScore — bias monitoring, model versioning, dispute resolution, consent audit. Built for ops that needs to scale from 200 students to 200,000 without breaking the audit trail.
Anchor → Demonstrate → Verify → Score → Match. Five movements, paced over months — not a one-shot test, not a one-time hack. A track record that compounds.
Five surfaces, one interactive file. Switch between Student, Parent, College TPO, Recruiter and Platform admin at the top of the embedded view. These are the actual screens — not wireframes, not screenshots.
We're piloting BeeTrustScore with a small set of colleges and recruiters this academic year. If you're a TPO, a recruiter, or a founder thinking about credibility infrastructure for students — we'd like a partnership conversation, not a sales pitch.