Product Roadmap

Building the future of personalised learning — one phase at a time.

PHASE 1 COMPLETED

MVP — Core Platform

  • Students, parents, and mentors can each log in to their own separate, secure app — no mix-up of roles.
  • Students see their daily schedule and list of tasks the moment they open the app.
  • Mentors can mark attendance after every session; parents see it reflected live.
  • Students can watch assigned video lessons and download PDF study notes topic by topic.
  • Daily short tests go live with instant right/wrong results so students know immediately how they did.
PHASE 2 IN PROGRESS

Growth — Full Feature Set

  • Analytics dashboard goes live — students and mentors can see score trends over weeks and months.
  • Weak-area heatmap highlights exactly which topics need more attention for each student.
  • Mentors get a full test builder to create MCQ and descriptive questions, forming a reusable question bank.
PHASE 3 UPCOMING

AI Layer — Intelligence

  • An AI tutor is built into the learning screen — students can ask questions in plain language and get instant, personalised answers.
  • The system automatically generates extra practice questions on topics where a student is consistently weak.
  • Test difficulty adjusts dynamically: if a student is performing well, questions gradually get harder to keep them challenged.
  • A smart study plan generator creates a personalised weekly study schedule for each student based on their progress.
  • Predictive score analytics warn mentors and parents in advance if a student is at risk of underperforming.
  • Natural language Q&A chatbot available 24/7 so students are never stuck waiting for a mentor to respond.
✨ Future Vision: AI Tutor Layer

Personalised AI, built into every lesson