Concept Leap.

The problem

A CBSE Grade 6 student sits with an NCERT Science textbook at 7 PM, stuck on a paragraph, with no one able to help. Re-reading only deepens the confusion. The options are all poor: a parent who can't remember the material, a 15-minute YouTube video where the needed 30 seconds is hard to find, or general-purpose chatbots that give college-level or oversimplified answers that don't match the textbook.

The student typically gives up, moves on with incomplete understanding, and gaps accumulate into poor test performance. The most severe pains are "I'm stuck on this paragraph right now," answers that don't match their level, and getting an answer without understanding why.

The solution

ConceptLeap is an AI learning companion for Grade 6 CBSE students during self-study. A student photographs a confusing textbook paragraph or types a question and gets an instant, grade-appropriate explanation — with the goal of concept mastery, not just an answer.

Its differentiators are CBSE-native, grade-aware explanations framed in NCERT language; image-to-understanding rather than image-to-answer; and a Socratic-first approach that asks a guiding question before explaining, falling back to direct explanation if the student is frustrated. Parents see a simple daily list of topics asked about — engagement signal without surveillance.

How it works

The core learning flow is Question → Analogy → Quick Check (a single 3-option multiple-choice question with one correct answer) → Explanation → Real-World Connection → Concept Unlocked. It uses GPT-5 for its multimodal understanding of textbook pages, reliable Socratic instruction-following, age-appropriate dialogue, and support for English, Hindi, and Hinglish; Gemini 2.5 Flash and Claude Sonnet were evaluated but rejected on Socratic consistency and multimodal maturity respectively.

The production system prompt (v5.0) restricts scope to Grade 6 Science and Mathematics, keeps responses under 150 words at a Grade 6 reading level, uses positive reinforcement before correction, and refuses unsafe or out-of-scope requests. The MVP uses prompt engineering rather than production RAG, though NCERT-based retrieval is planned. Across 30 test scenarios, the core tutoring workflow performed successfully on most cases; identified gaps include diagram-only images, ambiguous chapter references, and prompt-injection resistance.

Who it's for

The product is B2C with a clear buyer-user split. The daily user is a CBSE Grade 6 student aged 11–12 who struggles with NCERT paragraphs during 6–9 PM self-study and already photographs textbook pages naturally. The buyer is a working parent, typically 35–45 and dual-income, who can't help with Grade 6 Science and wants something affordable (under ₹500/month), safe, effective, and usable without supervision.

Revenue is a freemium subscription — basic concept explanations free, with premium proficiency tracking, personalized practice, and parent analytics — with future school partnerships and exam-prep modules.

Why it matters

The Indian EdTech market is projected to grow from roughly USD 3.6–7.5B in 2025 toward USD 29–33B by 2030–2034 at about 28% CAGR, and India's AI-in-education market from USD 196M (2024) to over USD 1.1B by 2030 at ~32% CAGR, with 250M+ CBSE students underserved by after-school tutoring.

An early-stage MVP, ConceptLeap plans a phased rollout starting with a 4-week pilot of ~50 Grade 6 students. Its North Star is a Concept Mastery Rate above 70% of sessions reaching Concept Unlocked, with supporting targets like a "This Helped" rate above 80%. Post-2022 EdTech trust issues and the non-negotiable accuracy bar for K-12 make grounded, guardrailed tutoring essential.

At a glance

Project

Concept Leap

Built by

Srikanth R Rao

One-liner

Concept Leap is an AI learning companion for students doing self-study and getting stuck without real-time help.