INSTITUTIONAL KNOWLEDGE REPOSITORY
Whitepapers & Implementation Guides
Official architectural documentation, UPSC evaluation rubrics, and security standards for academic leaders and IT directors.
Pedagogical WhitepaperPDF Document
UPSC Mains GS 1-4 & Essay Rubric Architecture Guide
Technical specification of 4-tier structural grading rubrics: Keyword Density, Argument Flow, Government Data Citations, and Balance of Viewpoints.
Security & LegalSecurity Whitepaper
Institutional Tenant Data Isolation & DPDP 2023 Compliance
Complete architectural breakdown of per-tenant logical partitioning, AES encryption at-rest, and statutory Data Processing Agreements (DPA).
IT IntegrationIntegration Guide
LTI v1.3 & LMS Interoperability Deployment Blueprint
Step-by-step technical guide to connecting VishwaDrishti AI assessment tools into existing Moodle, Canvas, and Blackboard LMS instances.
Academic OperationsOperational SOP
Student Behavioral Drop-Off Risk Rule Directory
Algorithmic risk triggers, delinquency indicators, and structured counselor intervention case workflows for civil services batches.