MCI Administrative & Governance Suite
Platform Operations Center
Audit student ID verifications, moderate qualitative feedback, and trigger the Bayesian ranking calculation pipeline.
Master Registry780 Colleges
NMC College Database
Add, edit, and audit all official medical institutions, annual MBBS quotas, hospital bed census, and university affiliations.
Student Verifications1 Pending
Enrollment ID Reviews
Validate uploaded student ID cards, bonafide certificates, and university admit cards before allowing survey submissions.
Survey Engine10 Dimensions
Questionnaire Config
Configure reusable question types, conditional logic, and publish annual version tags (e.g. MCI-2026-V1).
Review Moderation1 Flagged
Content Screening
Automated NLP detected potential private telephone numbers or individual faculty defamation risk requiring PII redaction.
Ranking Engine2026 Snapshot
Methodology & Weights
Configure dimensional weights (Clinical 20%, Bedside 15%, etc.) and Bayesian damping parameters for annual freeze.
National Data Health & Integrity Audit
Total Colleges780NMC Synchronized
Verified Students24,850Zero duplicate IDs
2026 Survey Submissions18,920+14% vs 2025
Fraud Risk Threshold< 0.05%Automated bot filtering
