Squirrel AI

Squirrel AI (松鼠AI) is China’s leading adaptive learning platform, using AI to map each student’s knowledge gaps and deliver personalized instruction.

Overview

Squirrel AI built one of the world’s largest commercial adaptive-learning systems: its engine decomposes subjects into fine-grained knowledge points, diagnoses exactly which concepts a student has or hasn’t mastered, and then sequences learning to target gaps efficiently. The company runs a network of offline learning centers across China alongside online courses, and has invested heavily in large-model tutoring research. For students, it means no repeated drilling of things already known; for parents, a clear map of progress; for teachers, visibility into every learner’s state.

In a typical learning-center session, the system first diagnoses exactly which knowledge points a student has missed, then prescribes targeted instruction and practice until mastery is demonstrated. Teachers supervise multiple students at once, guided by dashboards showing each learner’s state, and parents receive progress maps rather than generic grade reports. LLM-based dialogue tutoring increasingly supplements the structured engine, letting students ask why a solution works, not just whether it is right.

Key Features

• Fine-grained knowledge-point diagnosis across math, physics, Chinese and English
• Adaptive learning paths that target individual gaps
• Real-time learning analytics dashboards for parents and teachers
• Human+AI classroom model in Squirrel AI learning centers
• Large-model tutoring research with LLM-based dialogue tutoring
• Exam-prep and continuous assessment modules
• Progress maps for parents and teachers per knowledge point
• LLM dialogue tutoring explaining solution reasoning

Pricing

Squirrel AI is sold through its learning-center network and online course packages; pricing varies by subject, grade and hours purchased, with consultations arranged through local centers or the official website.

Who Is It For

It serves K-12 students and parents in China seeking personalized tutoring, and schools looking for adaptive learning technology to supplement classroom teaching.

FAQ

Is Squirrel AI free to use?

No — it is a commercial tutoring service; initial diagnostic consultations may be offered free by learning centers.

Does Squirrel AI offer an API?

Technology cooperation and licensing for institutions are arranged through the company; there is no self-serve public API.

How does Squirrel AI compare to alternatives?

Compared with app-based tutoring tools like 作业帮 or 猿辅导, Squirrel AI’s differentiator is its fine-grained adaptive diagnosis engine and offline center network.

What subjects does Squirrel AI cover?

Squirrel AI’s adaptive engine covers core K-12 subjects including mathematics, physics, Chinese and English, with course libraries spanning primary through high-school exam preparation.