The problem
Online learning is still passive video lectures. ChatGPT is smart but unstructured. Nobody combines interactive AI teaching with real course structure. You either get boring videos or random chatbot answers.
The idea
Today, learning online means watching passive video lectures (Udemy, Coursera) or chatting with a generic AI (ChatGPT). Neither is truly interactive learning.
This platform bridges the gap: paste any topic, URL, PDF, YouTube link, or GitHub repo — and get a full interactive classroom with multiple AI agents teaching you. Whiteboard draws concepts, quizzes test understanding, simulations let you play, and you can ask questions anytime.
The speed from curiosity to learning — measured in minutes, not days.
How it works
Six steps from input to learning:
- Paste any input — topic, URL, PDF, YouTube link, or GitHub repo.
- AI generates a full course — outline, scenes, content, quizzes.
- Pick your schedule — learn now, daily for a week, or weekends for a month.
- Learn interactively — AI agents teach, whiteboard draws, simulations run.
- Ask questions anytime — chat interface during any lesson.
- Share publicly — get an affiliate referral link for your course.
What makes this different
- Multi-agent classroom. Multiple AI agents with different teaching styles, not a single chatbot. Like a real classroom with specialized teachers.
- 2-minute course creation. Paste any input and get a structured, interactive course. No content creation tools needed.
- Learning schedules. Drip-release lessons on your schedule. "Teach me this over 2 weekends" just works.
- Affiliate sharing. Share courses publicly and earn affiliate bonuses when someone subscribes through your link.
Why now
The market signals line up:
- $136B projected AI in education spend by 2035.
- 800M weekly ChatGPT users.
- 49% of those users already use AI for learning.
Duolingo proved structured AI learning is a billion-dollar business ($1B+ revenue, 50M+ DAUs). But nobody has applied that model to general education — the platform that lets you learn anything interactively, not just languages.
Business model
Subscription tiers, differentiated by model quality rather than features:
| Tier | Price | Includes |
|---|---|---|
| Starter | $9 / mo | 10 courses/month, Gemini Flash models, learning reminders, chat within courses |
| Pro | $19 / mo | 40 courses/month, Claude & GPT-4o models, TTS narration, simulations & playground |
| Team | $39 / mo | 5 seats included, 100 shared courses, all Pro features, team analytics |
$9 uses Gemini Flash (~$0.03/course, 97% margin). $19 unlocks Claude and GPT-4o. At 1,000 paying users: $19K/month revenue at 91% margin.
Where things stand
- Market validated — $136B SAM, clear competitive gap.
- Architecture designed (multi-tenant, LLM proxy, BullMQ).
- Cost model projected — 91% margins at scale.
- 30-course launch catalog planned with SEO targets.
- In progress: OpenMAIC fork + Postgres + Auth + Deploy.
- Next: Stripe billing + credit system.
- Next: Pre-built course catalog (30 courses).
- Next: Community sharing + affiliate links.