MathPractice.Ai
Personalized math learning that adapts to each student in real-time. Every problem is calibrated. Every explanation is tailored. Every student gets a tutor that understands exactly where they are.
The Problem
One-size-fits-all math education fails most students. Some are bored because material is too easy; others are lost because it's too hard. Teachers can't personalize instruction for 30 students simultaneously. Traditional adaptive learning software is rigid—it follows predetermined paths rather than truly understanding each student. The result: students fall through the cracks, develop math anxiety, and never reach their potential.
Our Approach
We built a system that truly understands math—not just problem types, but the underlying concepts and how they connect. The AI maintains a detailed model of each student's knowledge, updating in real-time as they work. Problems are generated dynamically to target exactly what each student needs to learn next. When students struggle, an AI tutor provides personalized explanations, asking questions to identify misconceptions rather than just showing solutions.
Key Features
Adaptive Difficulty
Problems adjust in real-time based on student performance, keeping learners in their optimal challenge zone.
AI Tutoring
Step-by-step guidance when students get stuck, with explanations tailored to their learning style and knowledge gaps.
Concept Mastery Tracking
Granular understanding of which concepts each student has mastered and which need more work.
Progress Analytics
Detailed dashboards for students, parents, and teachers showing growth, patterns, and areas for focus.
Technical Architecture
Knowledge Graph Engine
Maps mathematical concepts and their prerequisites to create personalized learning paths.
Adaptive Algorithm
Bayesian knowledge tracing combined with item response theory for accurate skill assessment.
Natural Language Tutoring
LLM-powered explanations that adapt to student questions and comprehension level.
Problem Generation
Dynamic problem creation that targets specific skill gaps while maintaining engagement.