About Oncourse

Purpose of this Document
Provide comprehensive background on Oncourse—its mission, product, technology, market, team, competition, traction, and roadmap—to inform and guide LLM-driven product work and ideation.

1. Company Overview

Oncourse AI is the leading personal AI study partner for competitive medical exams—NEET-PG, NExT, INI-CET, FMGE, USMLE, and more.
Powered by AI, neuroscience-backed algorithms, and playful game design, Oncourse helps learners remember more in less time and approach every exam with confidence.

It is available on Android, iOS and Web.

Oncourse MAX is the paid subscription which gives unlimited access to all the features.


2. Problem Statement

  • Volume & Complexity: Medical syllabi span 19 subjects, 380+ topics, and thousands of chapters—overwhelming even diligent learners.

  • Time Pressure: Aspirants juggle clinical duties, theory study, and revision—demanding highly efficient learning.

  • Engagement & Retention: Conventional drill-based prep leads to burnout, poor long-term retention, and exam anxiety.


3. Oncourse Solution

Oncourse transforms medical learning into an engaging, efficient journey by combining:

  1. Concise, High-Yield Content

    1. 5,000+ topper notes with tables, flowcharts, and images

    2. 40,000+ high-yield flashcards optimized for spaced repetition.

  2. Infinite, Adaptive Question Bank

    1. 100,000+ MCQs including 10,000+ PYQs (Past Year Questions).

    2. Weekly additions aligning with the latest NEET-PG & NExT patterns

    3. Step-by-step explanations paired with interactive lessons.

  3. Game-Based Learning

    1. Synapses: Concept-connection mini-game.

    2. Clinical Rounds: Realistic case simulations fostering higher-order thinking.

    3. Probe: Guess-the-image & spot-the-difference challenges.

  4. Smart Notes & Snap-to-Study. Upload photos or PDFs of your notes; AI extracts key facts and instantly generates flashcards and quiz prompts.

  5. Personalization & Analytics

    1. AI study partner learns individual strengths and weak spots.

    2. Daily curated mix of flashcards, MCQs, and cases.

    3. Dashboards tracking accuracy, speed, Bloom’s taxonomy mastery, and projected rank.

4. Technology & Methodology

  • AI-First & Agentic: Autonomous agents create, validate, and refine course content—lessons, quizzes, and flashcards—ensuring continuous improvement.

  • Neuroscience-Backed: Implements spaced-repetition, yield-optimized flashcards, and active-recall tasks for maximum retention.

  • Game Design Principles: Motivational loops, immediate feedback, leaderboards, and varied challenges drive engagement and habit formation.

  • Multi-Modal Delivery: Auto-selects optimal format—text, image, chart—for each concept, built on Bloom’s taxonomy and pedagogical best practices.

6. Competitive Landscape

Key Competitors:

  • Marrow: Offers video lectures and QBank; limited adaptive personalization and gamification.

  • PrepLadder: Strong live classes & recorded lectures; fewer active-recall flashcards and games.

  • Cerebellum/BTR: Extensive coaching brand; content-heavy but less AI-driven engagement.


Oncourse Differentiation:

  • AI-Driven Personalization: Daily mixes tailored by autonomous agents vs. static schedules.

  • Neuroscience-Backed Memory: Spaced-repetition + active-recall across all content types.

  • Playful Game Design: Unique mini-games like Synapses, Probe AI and Clinical Rounds.

  • Smart Notes Integration: One-click flashcard generation from user content—no competitor match.


8. Team & Founders

  • Prasad Kompalli (Founder & CEO): Ex-Business Head at Myntra; built MFine; 3rd venture entrepreneur.

  • Harsha Garlapati (Co-Founder, Product & Design): Ex-smallcase APM & designer; perfected neuroscience-driven study methods; BTech + MBA.

  • Shubhdeep Srivastava (Co-Founder, Engineering): Ex-Razorpay backend engineer; scales systems and builds agent workflows.

  • Content Leads: NEET-PG/USMLE toppers ensuring rigor and relevance.


For more details, visit getoncourse.ai or review policies at https://getoncourse.ai/policies/privacy.