Product flow · AI Tutor

How a student goes from a doubt to real understanding

Follow the journey below. It plays automatically — or step through it yourself — to show exactly what the AI Tutor does at each stage, and what we're designing it to achieve.

EduSprout Tutor
Class 8 · Mathematics · हिन्दी
NCERT
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Ask a maths question… Voice
Execution flow

What happens, step by step

Behind the scenes

One question, five quiet steps

Each answer flows through the same dependable pipeline — so it is fast, grounded and consistent.

STEP 01

Listen

Accept the question by voice or text in Hindi, English or a regional language.

STEP 02

Understand

Detect intent and map it to the correct NCERT topic for the student's grade.

STEP 03

Retrieve

Pull the most relevant curriculum passages to ground the answer (RAG).

STEP 04

Explain

Compose a step-by-step, grade-appropriate solution that shows the working.

STEP 05

Cite & check

Attach the sources used and end with a quick comprehension question.

What we're trying to do

The outcomes this flow is built for

Teach in the mother tongue

We want a student in any district to learn in the language they think in — not be blocked by English.

Stay grounded in the syllabus

Every explanation should trace back to NCERT/state-board content, so it stays accurate and exam-relevant.

Be safe and supervised

Answers stay on educational topics, and teachers/parents can see exactly what was taught.

Work on modest devices

The experience is designed to be light enough for Tier-2/3 connectivity and entry-level phones.

Questions about the flow

See the Teacher Copilot flow next

The same care, for educators — turning hours of prep into minutes.