Test Prep & Upskilling

Adaptive Practice at Scale

LearnX automatically delivers adaptive question paths, dynamic mock tests, difficulty-based progression, and 24x7 AI tutoring at scale.

Coaching centers and upskilling platforms struggle delivering personalized prep to thousands of learners without increasing staff or infrastructure.

LearnX automatically delivers adaptive question paths, dynamic mock tests, difficulty-based progression, and 24x7 AI tutoring at scale.

5-8 months (Question bank tagging + adaptive mock engine)

Difficulty model

LLM (OpenAI/local)

Time-pressured UI

Mock scoring

Import & tag question bank Concept + difficulty

AI generates personalized sequences Per learner path

Mock tests adjust difficulty dynamically Adaptive scoring

Tutor handles 24x7 doubt resolution LLM answers instantly

Performance fed back into engine Model updates