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Product Roadmap & Phased Execution Plan

Roadmap Overview​

Learnille's strategic roadmap is structured into 4 sequential phases focused on platform stability, provider expansion, real-time interactivity, and AI-driven personalization.

🗺 Execution Phases​

+---------------------+     +---------------------+     +---------------------+     +---------------------+
| Phase 1: Core Specs | --> | Phase 2: Engagement | --> | Phase 3: AI & Recom | --> | Phase 4: Enterprise |
| (Courses & Booking) |     |  (InstantDB & Live) |     |  (Personalization)  |     |   (Scale & B2B)     |
+---------------------+     +---------------------+     +---------------------+     +---------------------+

Phase 1: Core Foundation (Current Completed Release)​

  • ✅ Modular course creation wizard for instructors (Sections, Subsections, Video Items, Attachments).
  • ✅ Consultation booking engine (One-Off & Recurring sessions with timezone offset support).
  • ✅ Multi-gateway payment flow (Paystack + Flutterwave NGN/USD).
  • ✅ Provider wallet balance reconciliation and OTP-verified bank withdrawals.
  • ✅ Content quality validation queue for courses and consultation profiles.

Phase 2: Real-Time Interactivity & Live Spaces (In Progress)​

  • 🔄 InstantDB real-time presence, comments, and room synchronization.
  • 🔄 Soketi WebSockets for instant in-app notifications and live notification badges.
  • 🔄 HLS streaming video player optimization with continuous position sync.
  • 🔄 Automated session completion and reschedule lifecycle workflows.

Phase 3: Personalization & OpenSearch Vector Discovery (Upcoming)​

  • ⏳ OpenSearch integration for fast full-text and semantic vector course search.
  • ⏳ Personalization signal engine tracking student time spent per topic.
  • ⏳ Automated certificate generation and verification links.
  • ⏳ Recommended course & consultant discovery widgets on student home dashboard.

Phase 4: Enterprise Expansion & B2B Organization Portals (Future)​

  • ⏳ Multi-tenant organization accounts (Teams, Enterprise training dashboards).
  • ⏳ Custom branded subdomains and white-label portals.
  • ⏳ SCORM / LTI standards compliance for external LMS integration.
  • ⏳ Advanced revenue analytics & automated tax compliance exports.