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MODULAR ENTERPRISE ARCHITECTURE

Platform Architecture & Core Modules

A specialized operating system engineered specifically for UPSC coaching institutes, combining AI evaluation with deep cohort intelligence.

Evaluation Automation

AI Faculty Grading Assistant

Rubric-Calibrated UPSC Mains Answer Evaluation

Empower your faculty mentors to review, score, and annotate Mains answers at 10x speed. The AI performs structural decomposition, keyword coverage checks, and fact-checking against official UPSC standards, leaving final pedagogical refinement to your teachers.

GS Papers 1 to 4 and Essay paper evaluation with standardized marking rubrics
Factual accuracy validation against government sources (PIB, Economic Survey, Budget)
Annotated PDF generation with inline margin feedback for aspirants
Faculty override mode: mentors can adjust marks and add custom voice or text notes
Technical Specification
AI Faculty Grading Assistant Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned
Proactive Retention

Student Risk & Intervention Engine

Behavioral Drop-Off Predictors & Case Management

Identify struggling candidates months before UPSC Prelims and Mains. Our algorithmic risk rule engine flags students with declining test scores, irregular submission pacing, or low accuracy clusters, directly assigning intervention cases to your mentorship team.

Automated risk triggers based on mock test trends and assignment delinquency
Dedicated 1-on-1 counselor case workflows with scheduled follow-up alerts
Intervention meeting documentation with structured outcome tracking
Parent escalation logs for underperforming students requiring guardian sync
Technical Specification
Student Risk & Intervention Engine Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned
Deep Intelligence

Cohort Intelligence & Item Analytics

Item Response Theory (IRT) & Batch Mastery Index

Move beyond simple average scores. VishwaDrishti provides multi-dimensional Item Response Theory analytics tracking question discrimination, distractor efficiency, subject-wise cognitive depth, and Prelims speed-versus-accuracy curves.

IRT Theta parameter scoring to measure true candidate ability independent of test difficulty
Micro-topic mastery tracking across 120+ syllabus micro-themes
Predictive rank modeling based on past UPSC cut-off distributions
Comparative batch analytics to benchmark performance across centers and campuses
Technical Specification
Cohort Intelligence & Item Analytics Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned
Scalable Operations

Batch & Cohort Virtualization

Multi-Campus Silos with Dynamic Scheduling

Whether running 2 foundation batches or 50 multi-branch cohorts, VishwaDrishti creates isolated virtual learning environments with dedicated study material vaults, private peer discussion forums, and automated mock test schedules.

Multi-branch and campus grouping under one centralized director dashboard
Scheduled test release with automated submission countdown windows
Private batch discussion channels moderated by assigned faculty
Automated student attendance tracking and lecture recording links
Technical Specification
Batch & Cohort Virtualization Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned
Brand Sovereignty

White-Labeling & Subdomains

Your Brand, Your URL, Your Institutional Identity

Deliver a premium, customized digital experience that reinforces your coaching academy's reputation. Deploy on your custom subdomain (e.g. portal.youracademy.com) with your official color palette, logo, and custom AI prompt instructions.

Custom subdomain routing (e.g., learn.yourinstitute.com) or apex domain mapping
Custom brand themes, light/dark mode styling, and institute logo integration
Custom AI persona prompts matching your academy's teaching philosophy
Digitally signed institutional completion certificates with watermark controls
Technical Specification
White-Labeling & Subdomains Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned
Interoperability

Enterprise SSO, LTI & REST APIs

Seamless Connectivity with Canvas, Moodle & Identity Providers

VishwaDrishti integrates into your existing institutional IT stack without painful migrations. We support LTI v1.3 standards, SAML 2.0 Single Sign-On, and secure REST APIs for syncing rosters with legacy ERP systems.

LTI v1.3 compliance for 1-click launch inside Canvas, Moodle, and Blackboard
SAML 2.0, Google Workspace, and Microsoft Entra ID Single Sign-On (SSO)
Granular API keys with per-endpoint rate limiting for custom student roster sync
Automated webhook dispatches on test completion and intervention triggers
Technical Specification
Enterprise SSO, LTI & REST APIs Specification
// Architecture Pipeline
Status: Active & Calibrated
Latency: < 30s synchronous
Rubrics: GS-1, GS-2, GS-3, GS-4 & Essay
Isolation: Per-Tenant Partitioned

See These Modules Live in Your Workflow

Book a 30-minute private demonstration to evaluate our AI Mains evaluator and risk engine with your sample student copies.

Schedule Institutional DemoView Pricing & Pilots