The 10 Non-Negotiable Capabilities
1. Automated Course Drafting
Converts faculty PDFs and slide decks into structured learning modules with practice items.
2. Source-Grounded RAG AI Tutoring
Answers student questions 24/7 strictly from approved course content. See What Is an AI LMS?.
3. Human-in-the-Loop Faculty Approval
Ensures no AI-generated item publishes without explicit faculty review.
4. Adaptive Practice & Mastery Pathways
Adjusts practice problem difficulty to match individual student progress.
5. Predictive Drop-off Analytics
Identifies struggling learners before midterms. Read about University LMS Modernization.
6. Standards-Based LTI 1.3 Interoperability
Connects external labs, proctoring, and tools securely.
7. Native Mobile-First & Offline Support
Ensures smooth learning experience across low-bandwidth connections.
8. DPDP & FERPA Data Guardrails
Protects student identity records from public model training datasets.
9. Automatic SIS & ERP Roster Sync
Eliminates manual enrollment exports and grade entry.
10. High-Concurrency Auto-scaling Cloud Nodes
Prevents server crashes during peak examination launches.