AI Microlearning LMS
Transforming Raw Content into Interactive Knowledge Nuggets
Executive Summary
Our platform transforms raw content (PDFs, DOCX, TXT or URLs) into atomic, multimedia knowledge nuggets—combining text, illustrations, video clips, and audio explanations. Learners interact via voice or text in a single AI-controlled canvas; admins monitor and debug all backend AI processes via a unified console. Zero human authoring required.
Core Innovation
- • Fully automated content transformation pipeline
- • Multi-modal learning with AI-sourced media
- • Adaptive narrative sequencing
- • Conversational AI tutor with emotion detection
- • Complete admin visibility and control
Business Impact
- • Eliminates manual content creation costs
- • Scales learning content exponentially
- • Personalizes learning paths automatically
- • Increases engagement through multimedia
- • Provides actionable learning analytics
Key Capabilities
Zero-Touch Content Ingestion
Drop textbooks, slide decks, web URLs into a watched folder or submit links for automatic processing
Automated Nugget Generation
AI pipeline extracts text, scrapes or generates illustrative images, pulls stock or open-license videos/audio
AI Authoring Engine
Builds multi-variant lesson fragments with slides, SSML audio, and branching quizzes
Narrative Planner & Adaptive Sequencer
Orders nuggets into story arcs, continuously adapting to learner mastery and engagement signals
Conversational AI Tutor
Single AI Tutor Canvas with real-time chat, inline widgets, voice/text I/O, and emotion detection
Comprehensive Admin Console
Full visibility into ingestion, nugget creation logs, chat transcripts, and debugging tools
System Architecture
Core Services & Data Flows
Content Ingestion Service
Watches folders/URLs, preprocesses content, chunks into nuggets, sources multimedia, extracts metadata
AI Authoring Engine
Transforms nuggets into comprehensive learning packages with slides, audio, and quizzes
Narrative Planner
Selects and orders nuggets based on learner profile, desired topics, and narrative structure
Adaptive Sequencer & Conversational Agent
Delivers content via AI Canvas, evaluates mastery, and adapts to learner responses in real-time
Admin Console
Provides comprehensive tools for monitoring, editing, and debugging the entire system
Technology Stack
Frontend
Backend
AI
Database
Infrastructure
User Experience
Learner AI Canvas
- Full-screen chat with inline media widgets
- Collapsible side-panel with session progress
- Next recommended nuggets section
- Voice/Text toggle with live emotion-adaptive hints
- Bookmark and navigation controls
Admin Console
- Tabbed UI for ingest, nugget store, chats, settings
- Compact tables with inline actions & log-viewers
- Drag-drop ingestion area
- Real-time job monitoring
- Nugget editing and regeneration tools
Roadmap & Next Steps
- 1Pilot Launch: Integrate with one school's textbook folder + 10 pilot learners.
- 2Enhance Sourcing: Connect to additional open-license media libraries.
- 3Learner Analytics: Expose cohort dashboards and predictive risk models.
- 4Marketplace Integrations: Plugin API for external simulators and labs.
- 5Global Rollout: Full multilingual support and offline micro-learning packs.
Ready to Revolutionize Learning?
By end-to-end automating content ingestion, multimedia sourcing, AI-driven authoring, narrative sequencing, and real-time tutoring, this platform delivers robust, personalized microlearning at scale—no human lesson-building required.