AI Tutor

An AI tutor grounded in your actual topic, not a general chatbot

The app routes each request across multiple AI providers with automatic fallback — if one provider is unavailable, the next configured one takes over — so the tutor stays available.

Tutor chat

Ask a question in your own words, scoped to the topic you're studying. Answers are generated in your preferred language (English or Hindi today).

Lesson generation

A topic's lesson is served from a shared, previously written explanation when one already exists and has been marked good; otherwise a new one is generated for you.

Adaptive practice questions

Practice questions are generated to match your current mastery level on a topic rather than pulling from one fixed bank for everyone.

Mistake categorization

When you get something wrong, the mistake is automatically categorized (conceptual, calculation, careless, or time management) instead of just marked incorrect.

Study plans & career roadmaps

A day's study plan and a career roadmap can both be generated from your current profile and mastery data. The career roadmap also has a fully deterministic, non-AI path once you've completed a career profile — driven by real skill-gap matching against a job-role taxonomy.

What we won't overstate

Where the tutor genuinely can't reach an AI provider, it tells you so and asks you to try again rather than failing silently. Where a match or readiness figure is a rule-based heuristic rather than a real prediction — like college match tiers or scholarship eligibility — we say so plainly instead of dressing it up as more than it is.

See the full platform