Built By

Ace Math Competitions. No Grind. No Burnout.

Like an elite coach, PAL targets the exact gaps holding you back—so you skip busywork and learn 3× faster.

What is PAL

PAL is an integrated learning system (software + hardware) designed to replicate how the best tutors and coaches interact with students—real-time diagnosis and adjustment, personalized planning aligned to clear learning objectives, and sustained engagement with both students and parents.

It then goes beyond what human tutors can do at scale: always-on availability, cross-subject expertise, consistent quality, rapid iteration, and data-driven personalization. It dynamically adjusts the next learning items to maximize expected learning gain. It learns your interests and preferences to tailor content to you. It continuously pinpoints mastered material and prerequisite gaps at a granular level. It keeps you in your Zone of Proximal Development by calibrating difficulty in real time. It schedules reviews with adaptive spacing tuned to your personal forgetting curve. It adapts delivery to your study setting so you use spare moments effectively.

Result: higher engagement, faster mastery, better retention, less redundancy, fewer gaps, and better use of time— together leading to more efficient learning.

Our Methodology

Traditional learning tools are one-size-fits-all—the same path and content for everyone. PAL is different. It performs hundreds of calculations to determine exactly what to show you next, all executed end-to-end in under 500 ms.

We pick up the nuance like elite coaches, not just record your answer

Standard apps only check if you clicked the right box. PAL observes how you solve the problem. We analyze over 300 indicators as you work—like hesitation, speed, revision, error patterns, style preferences and much more—to tell the difference between a lucky guess and true understanding, or a careless slip and a knowledge gap. It's like having an expert coach by your side, catching the nuances that a simple 'right/wrong' grade misses completely.

We pinpoint the exact gaps and fix them so you don't waste time on what you already know

When you get stuck, it's rarely 'I don't get any of this.' You usually just have a gap in one specific nano unit of knowledge. PAL breaks complex math down into atomic components to find the exact one holding you back. We give you the specific fix for that single gap, and the rest of the puzzle clicks into place. Every second is spent strictly on what you don't know yet.

We adjust what you learn in real time based on your learning data

Traditional books force every student down the same one-size-fits-all path. PAL builds a dynamic route just for you. Breeze through a concept? We tear out those pages so you don't waste time on repetition. Struggling? We instantly insert a new patch with foundational exercises to get you unstuck. You never face busywork or burnout—just the exact challenge you need right now to level up.

Demo

See PAL in action — or try it yourself.

Features

Customized Learning Path

PAL Only

AI-driven curriculum that evolves with your progress. Automatically adjusts difficulty, pacing, and content order to maximize learning efficiency.

Personalized Content

PAL Only

Content that adapts to your interests and learning preferences. Dynamic examples and explanations that resonate with your background.

Adaptive Learning Sessions

PAL Only

Real-time difficulty adjustment during study sessions. Maintains optimal challenge level to keep you engaged and progressing.

AI Chatbot

Frontier Models

24/7 AI assistant trained on your curriculum. Ask questions, get explanations, and receive personalized study recommendations.

Mock Tests

Traditional

Practice with realistic exam simulations that mirror actual test conditions. Get instant scoring and detailed performance analytics to identify areas for improvement.

Mistake Log

Traditional

Automatic tracking of errors and misconceptions. Creates targeted practice sessions to address your specific weaknesses.

Solutions

Traditional

Step-by-step explanations for complex problems. Interactive walkthroughs help you understand the reasoning behind each solution.

Tips

Traditional

Contextual hints and strategies tailored to your learning style. Get the right guidance at the right moment to overcome challenges.

Notes

Traditional

Smart note-taking system that organizes your thoughts automatically. Features tagging, search, and integration with your learning materials.

To Do

Traditional

Intelligent task management that prioritizes based on deadlines and difficulty. Syncs with your learning schedule for optimal productivity.

Calendars

Traditional

Dynamic scheduling that adapts to your progress and availability. Automatically adjusts study sessions based on your performance.

Calculator

Traditional

Advanced computational tools optimized for your specific subject needs. Includes graphing capabilities, statistical analysis, and domain-specific calculations.