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.