Product Roadmap

Building the future of AI-powered learning

Last updated: June 11, 2025

Current: MVP Development

In Progress

We're building the core foundation that transforms any content into personalized courses with spaced repetition.

Content Processing

  • PDF and EPUB upload support
  • AI course generation with multiple providers
  • Course review and editing interface

Learning Experience

  • Multiple quiz types and assessments
  • Spaced repetition with SM-2 algorithm
  • PWA with offline support and notifications

Next: Enhanced Content & Learning

Q3-Q4 2025

Expanding content types and adding advanced learning features based on user feedback and usage patterns.

Advanced Content Processing

  • • Video processing (YouTube, lectures)
  • • Web content ingestion (articles, docs)
  • • Advanced quiz types (code challenges)
  • • Collaborative course sharing

Enhanced Learning

  • • ML-driven personalization beyond SM-2
  • • Learning paths with prerequisites
  • • Social features and study groups
  • • Advanced offline study capabilities

Future: Professional Learning Platform

2026+

Building towards a comprehensive professional development platform that scales from individuals to enterprise teams.

Business Features

  • • Team accounts and learning management
  • • Advanced analytics and insights
  • • Integration APIs with other tools
  • • White-label solutions for organizations

Platform Evolution

  • • Course marketplace and community
  • • Advanced AI tutoring and recommendations
  • • Integration with productivity tools
  • • Corporate learning and certification programs

Join Our Learning Revolution

Be among the first to experience AI-powered learning that actually works. Join our waitlist to get early access and help shape the future of professional development.