Product Roadmap
What we're building next
✓ Live Features
Deep Personalization System
Adaptive Difficulty
Content auto-adjusts from absolute beginner to expert based on your quiz scores (5 difficulty levels)
Struggling Concepts Detection
AI identifies topics you struggle with and provides extra explanation, multiple examples, and simplified language
Strong Knowledge Leverage
System skips re-teaching concepts you've mastered (80%+ scores) and builds upon your existing knowledge
Learning Style Adaptation
Choose visual, examples-based, step-by-step, or conceptual styles - content format adapts automatically
Text Feedback Analysis
AI auto-extracts preferences from your written feedback (12+ categories like "needs more visuals" or "too fast")
Cognitive State Tracking
Monitors fatigue, session duration, and engagement - adapts content to be shorter/simpler when you're tired
Best Time of Day Detection
Tracks when you perform best (morning/afternoon/evening) and compensates with easier content during off-hours
Session Length Optimization
Learns your optimal session length and auto-shortens lessons when you exceed it
Core Learning Features
Personalized Learning Paths
AI-generated curriculum tailored to your age, location, interests, and goals
Smart Content Caching
All content saved to cloud storage - never lose progress even if cookies are wiped
Topic Mastery Tracking
Real-time mastery scores (0-100%) for each topic with beginner/intermediate/advanced levels
Spaced Repetition
Intelligent review scheduling optimizes retention with increasing intervals (1, 2, 4, 8... days)
Learning Streak System
Daily streak counter with milestones (3, 7, 30, 100 days), streak freezes, and motivational notifications
Study Reminders
Customizable daily notifications at your preferred time (9 AM, 12 PM, 3 PM, 6 PM, 8 PM)
Progress & Analytics
Progress Dashboard
Topics explored, lessons completed, study time, recent activity, and topic mastery visualization
Learning Insights
AI-powered recommendations: fatigue patterns, performance trends, optimization suggestions
Performance History
Last 200 quiz/flashcard scores tracked with trend analysis and improvement metrics
Needs Practice Detection
Automatic flagging of concepts with 2+ wrong answers for targeted review
Community & Goals
Study Groups
Create or join groups by topic with discussions, replies, and member tracking
Global Goals (SDG)
Learn about UN Sustainable Development Goals: Health, Education, Clean Energy with challenge activities
Impact Points System
Earn points for completing SDG challenges and track your contribution to global goals
Study Tools
Practice Quizzes
Auto-generated interactive assessments with explanations, caching, and error handling
Flashcard Generator
AI-created study flashcards with spaced repetition, flip animations, and difficulty ratings
Problem Solving Helper
AI-powered math and science solver with step-by-step explanations and validation
PDF Export
Export lessons as formatted PDF files for offline study and printing with one click
Lesson Library
Save and organize favorite lessons in your personal library for quick access
Wellness
Unwind
Mindful check-in space with AI sentiment analysis, session saving, and reflection prompts
⚡ In Progress
Virtual Notebooks
Create, share, and collaborate on study notes with rich text editing and organization
Custom Icons
Unique, branded iconography throughout the platform for cohesive visual identity
Structured Courses
Sequential learning paths with milestones, prerequisites, and completion certificates
Weekly Progress Reports
Auto-generated summaries of study time, topics covered, strengths, and improvement areas
📋 Planned
Real-Time Cognitive Load Adaptation
AI detects mid-lesson struggle and automatically simplifies explanations or suggests breaks in real-time
Multi-Language Support
Learn in your native language with automatic translation (50+ languages planned)
Wellbeing Micro-Breaks
Guided stretch and breathing prompts embedded into study sessions for healthy habits
Inclusive Access Toolkit
Adaptive reading modes, text-to-speech, captions, and dyslexia-friendly displays
Voice Learning Mode
Hands-free learning with voice commands and audio lesson playback
Peer Tutoring Marketplace
Connect with other learners for 1-on-1 help sessions and group study rooms
Gamification System
Earn badges, level up skills, unlock achievements, and compete on leaderboards
Parent Dashboard
For younger learners: parent-controlled progress monitoring and content filtering
❌ Scrapped
Mindwarp Wellness
Removed from roadmap - functionality merged into Unwind feature
Subscription Tiers
Choose the plan that fits your learning goals
Kickstarter
Everything you need to start your learning journey
- ✓ Personalized learning paths
- ✓ Basic adaptive difficulty (3 levels)
- ✓ Topic generation (5 per day)
- ✓ Content generation (10 lessons per day)
- ✓ Progress tracking & streak system
- ✓ Study reminders & spaced repetition
- ✓ Community & study groups
- ✓ Basic quizzes (2 per day)
Boost
Enhanced personalization with faster, more detailed responses
- ✓ Everything in Kickstarter
- ✓ Full adaptive difficulty (5 levels: beginner → expert)
- ✓ Cognitive state tracking & adaptation
- ✓ Time of day optimization
- ✓ Session length optimization
- ✓ Unlimited quiz & flashcards
- ✓ PDF export & lesson saving
- ✓ Priority generation speed (2x faster)
- ✓ Struggling concepts detection
- ✓ Learning insights & analytics
Max
Premium AI-powered learning with the most advanced personalization
- ✓ Everything in Boost
- ✓ Advanced reasoning models (Gemini Pro)
- ✓ Deep dive explanations with research references
- ✓ Text feedback analysis (auto-preference extraction)
- ✓ Multi-language support (50+ languages)
- ✓ Weekly progress reports
- ✓ Virtual notebooks & collaboration
- ✓ Structured courses with certificates
- ✓ Priority support & feature requests
- ✓ API access for integrations