Grounded in your material
Your notes, chapter mapping and past worked examples are indexed. When a student asks, the tutor draws from your source of truth first.
Platform - AI Tutor
A tutor that reads your notes, not the entire internet.
The AI tutor is grounded in the institute’s own material - notes, worked examples, textbook mapping. Answers stay consistent with how your teachers teach, and unresolved doubts escalate cleanly to the right person, not a mystery inbox.
How it holds together
Four things that make it yours, not generic.
Step-by-step, not one-shot
Answers are structured - the concept, the method, the worked step, the common-mistake note - so students learn the pattern, not just the number.
Escalation with context
If a doubt sits outside your material, or the student asks for a human, the tutor hands off - with the full conversation and the exact topic - to the right teacher.
Honest about limits
If the material doesn’t cover something, the tutor says so and routes it up. No confident guessing on topics your institute hasn’t taught yet.
A doubt, end to end
From “I don’t get it” to “I got it”.
One real doubt, walked through the full loop - surface, match, resolve, track - the way it would run inside your institute.
Worked example
Doubt on quadratic equations, worked in real time
Class X student, Batch B, Wednesday evening
End to end
- Student19:04- Doubt raised in-app"I don’t understand why we take b squared minus 4ac. What does that number actually tell me?"
- System19:04- Need surfaced and routedTagged as Concept doubt / Algebra / Quadratics and matched to the AI tutor with links to your Chapter 4 notes.
- AI Tutor19:04- Answer, step by stepExplains that the discriminant tells you the nature of the roots - real and distinct, real and equal, or complex - with the exact three worked examples your notes use.
- Student19:07- Follow-up"Wait, so if it’s negative, the roots are imaginary? We haven’t done imaginary in class yet."
- AI Tutor19:07- Sensible boundingConfirms the material stops here, offers the intuition without going into complex numbers, and queues a note for the teacher.
- Teacher19:20- Escalation with contextTeacher sees the full thread and adds a one-line clarifying message. Two similar problems are added to the student’s plan for the next session.
- System19:22- TrackedDoubt logged, topic added to the student’s weak-area index, and the batch dashboard now shows 3 other students who asked something similar this week.
What gets matched here
The kind of doubts this actually solves.
Live match stream
04 rows / real time- AI Tutor
Keeps getting sign errors in trigonometry
Sign-convention explainer plus 3 mixed problems
Pending - AI Tutor
Not sure how to structure a discursive essay
Skeleton outline drawn from your English notes
Pending - AI Tutor
Difference between mitosis and meiosis
Side-by-side breakdown with a follow-up quiz
Pending - AI Tutor
Wants a summary of Chapter 6 for revision
Chapter summary from your notes, key points bolded
Pending
Bring it into your institute
See it match on real material, real students, real classes.