Where We Are & Where We Are Going

Adaptive 50-question diagnostic for JEE Mains and NEET with real-time difficulty adjustment.

ML model trained on JEE and NEET historical data to estimate rank from diagnostic performance.

Chapter-level and concept-level weakness ranking sorted by improvement impact score.

Goal setting, target exam selection, target college input, and journey-based routing.

Day-by-day study plan auto-generated from diagnostic results, adjusting as users progress.

500+ curated practice problems per subject with AI-tagged difficulty and concept labels.

Unified dashboard showing accuracy trends, completion rates, and projected percentile trajectory.

Tiered plan system with Razorpay payment integration and plan-gated feature access.

PYQ-aligned AI-generated questions with Zod validation, concept classification, and difficulty scoring.

Extended adaptive diagnostic with Physics, Chemistry, Math, and Biology support for JEE Advanced.

Internal admin portal for reviewing AI-generated questions, approving, tagging, and publishing.

Time-per-question heatmaps, error-type classification (careless vs. conceptual), and speed-accuracy plots.

Compare your performance against students in your city, state, and nationally — with opt-in anonymisation.

Step-by-step AI-generated solution explanations for every practice problem, personalized to your knowledge gaps.

Timed, full-length mock exams mirroring official JEE and NEET paper formats with live leaderboard.

One-on-one AI coaching conversations that ask questions, probe understanding, and adapt in real-time.

Curated video library mapped to every weak concept, surfaced automatically in your study plan.

Extending the diagnostic and prediction engine to cover additional competitive entrance exams.

Native mobile experience for on-the-go diagnostics, practice sessions, and plan tracking.

Bulk plans for coaching institutes with teacher dashboards, batch analytics, and custom test creation.