Squirrel Ai Learning

What Squirrel Ai Learning does

Squirrel Ai Learning is a Shanghai-based, privately held AI-education company founded in 2014 that delivers personalized K-12 tutoring through a combination of proprietary adaptive learning technology, purpose-built hardware, and a global network of physical learning centers. Its platform is anchored by two core AI systems: the Intelligent Adaptive Learning System (IALS), which decomposes subject-matter knowledge into approximately 10,000 nano-level learning objectives, and the flagship Large Adaptive Model (LAM) launched in January 2024, which integrates adaptive intelligence with multimodal AI agents and is trained on data from roughly 24 million students and 10 billion learning behaviors. The company reports that LAM improved question accuracy rates from 78% to 93% and that students using the system show approximately 25% improvement in math scores within one semester, with the AI engine delivered in part through proprietary smart-learning tablets that integrate assessment, practice, learning, testing, and teaching in a single closed-loop device.

The company operates a multi-channel go-to-market. Direct-to-consumer revenue comes from tuition at its 3,000+ physical learning centers (a flat, gym-membership style monthly enrollment fee). Franchise fees and royalties are generated from independently owned and operated centers that license the brand, technology, and curriculum. B2B managed-services contracts cover partnerships with over 60,000 public schools in China serving approximately 43 million students, plus a commitment to free access for children from the world's lowest-income families. Cross-border technology licensing supports the wholly owned U.S. subsidiary, Squirrel Ai North America, which is positioning to open first U.S. learning centers in California and New York. Primary customer segments are K-12 students and their parents, public school systems (predominantly in China), and franchise entrepreneurs; TIME's 2026 list cites 52 million students served across Asia.

The leadership team is founder-led: Derek Haoyang Li serves as Founder and Chief Education Technology Scientist, Dr. Joleen Liang is Co-Founder and U.S. Division President, and Dr. Qingsong Wen leads AI research from dual Seattle and Shanghai hubs. Tom M. Mitchell is Chief AI Scientist and Stephanie Pearce leads U.S. math curriculum design with prior experience at McGraw-Hill and Age of Learning. The company has raised an estimated $190 million+ across rounds from 2015 to 2021 (including a ~$146 million round in 2018) and is described as one of China's top AI unicorns, with no public listing and an operating structure spanning Squirrel Ai (China) as the primary technology originator and Squirrel Ai North America as a U.S.-domiciled independent licensee.

Name

Squirrel Ai Learning

Legal name

Squirrel Ai

Website

https://squirrelai.com

Company type

Private

Founded year

2014

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Squirrel Ai Learning is a Shanghai-based AI education company that delivers K-12 personalized tutoring through its proprietary Large Adaptive Model and Intelligent Adaptive Learning System, serving approximately 52 million students across Asia via 3,000+ learning centers and 60,000+ public school partnerships.

Ownership category

akta.pro rank

Product category

AI-Powered Adaptive Learning (K-12)

NAICS

Exam Preparation and Tutoring (611691), Business Schools and Computer and Management Training (6114), Educational Support Services (61171), All Other Schools and Instruction (61169)

akta.pro primary industry

AI Tutoring Systems (Conversational Tutors, Homework Helpers) (EDAFAFAC)

akta.pro secondary industries

Early Warning & Risk Prediction (Dropout/Failure Alerts, Intervention Targeting) (EDAFAFAE), Institutional & Program Analytics (Enrollment, Retention, Outcomes) (EDAFAFAK), AI-Powered Tutoring & Study Assistant Platforms (EDANAGAD), Adaptive Learning & Personalized Instruction Software (EDAJAMAE), AI & Machine Learning (Foundations & Applied) (EDAMACAG), Education & Learning Personalization (HDAAAGAL), AI & Machine Learning for Robotics Programs (EDAMADAK)

Keywords

• Adaptive learning platform
• AI tutoring services
• K-12 personalized education
• Intelligent tutoring systems
• Education technology SaaS

Headquarters

HQ city

Shanghai

HQ country

China

HQ region

Asia

Offices4 records

Markets served

GTM type

B2B and B2C

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Learning Center Tuition (Flat Enrollment Fee): Direct-to-consumer revenue from families who pay a flat enrollment fee, with students attending regularly (similar to a gym membership model). Most learning centers are independently owned and operated, with flexible payment options to accommodate families.
2. Franchise Fees and Royalties: Revenue from qualified franchisees who open Squirrel Ai learning centers, benefiting from state-of-the-art technology, a well-developed curriculum, comprehensive training, and marketing support under the established brand.
3. Technology Licensing to US Subsidiary: Squirrel Ai North America is an independent American company that licenses its technology from Squirrel Ai in China, generating inter-company licensing revenue.
4. Public School B2B Contracts: Institutional revenue from partnerships with over 60,000 public schools serving 43 million students in China, plus the company's commitment to provide free access to its tutoring system for children from the world's lowest-income families.

Pricing tiers

Go-to-market motion4 records

Distribution channels6 records

Marketing channels10 records

Core offering

Squirrel Ai Learning provides an AI-powered personalized K-12 tutoring platform that combines its proprietary Intelligent Adaptive Learning System (IALS) and Large Adaptive Model (LAM) with purpose-built smart-learning tablets and a network of 3,000+ physical learning centers. The platform decomposes knowledge into nano-level objectives and uses adaptive AI to deliver individualized learning paths, targeted remediation, and 24/7 personalized instruction across math, science, reading, and English for K-12 students.

Product overview

Squirrel Ai Learning operates a single unified AI-powered personalized learning platform that combines a proprietary AI engine with physical learning centers and a smart-learning tablet. The platform is anchored by the Intelligent Adaptive Learning System (IALS), which decomposes knowledge into nano-level objectives, and the flagship Large Adaptive Model (LAM), which integrates adaptive intelligence and multimodal agents to personalize instruction. These core technologies power a broader product suite that includes the All-Subject Multimodal Adaptive Education Large Model, the Squirrel Ai Smart-Learning Tablet, the MCM (Mode of Thinking, Capacity, Methodology) educational framework, the U.S. PreK-5 mathematics curriculum, and the Squirrel Ai Learning Centers franchise network (3,000+ locations worldwide).

Differentiator

Problem solved

Functional benefit

Products and services

• Squirrel Ai Adaptive Learning Platform

Quantifiable outcome

• 25% improvement in math scores in just one semester
• +3 more outcomes

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature5 records

Partnerships

Nine partnerships are on record, tiered flagship, core and minor.

• PearsonflagshipStrategic or Co-development PartnerPearson acquired Squirrel AI Learning, integrating Squirrel Ai's proprietary AI-powered adaptive learning technology into Pearson's broader education platform. This acquisition is among the most significant EdTech deals in the AI-in-Education market and validates Squirrel Ai's technology at a global scale.
• Harvard UniversitycoreStrategic or Co-development PartnerHarvard University logo is displayed on Squirrel Ai's homepage in the 'Our Partnerships' section, indicating a research, brand, or academic collaboration. Specific scope of collaboration is not detailed on the website.
• Stanford UniversitycoreStrategic or Co-development PartnerStanford University logo is displayed on Squirrel Ai's homepage in the 'Our Partnerships' section, indicating a research, brand, or academic collaboration. Specific scope of collaboration is not detailed on the website.
• Carnegie Foundation / Carnegie LearningcoreStrategic or Co-development PartnerCarnegie logo is displayed on Squirrel Ai's homepage in the 'Our Partnerships' section, suggesting collaboration with either Carnegie Foundation or Carnegie Learning (an AI education company). Specific scope of collaboration is not detailed on the website.
• SRI InternationalcoreStrategic or Co-development PartnerSRI International logo is displayed on Squirrel Ai's homepage in the 'Our Partnerships' section, indicating a research or technology collaboration. SRI is a leading non-profit research institute. Specific scope of collaboration is not detailed on the website.
• Over 60,000 Public Schools in ChinaflagshipChannel Partner/ Reseller/ DistributorSquirrel Ai has established institutional partnerships with over 60,000 public schools, collectively serving 43 million students across China. These partnerships deliver the company's adaptive learning platform at school-system scale, with additional commitment to provide free access for children from the world's lowest-income families.
• Squirrel Ai Asia (Songshu Cloud)flagshipOEM/ Whitelabel/ Licensing PartnerSquirrel Ai North America is an independent American company that licenses its technology from Squirrel Ai in China, with the Chinese parent entity linked to songshucloud.com.cn. This inter-company licensing arrangement powers the US operation's products.
• UNIR iTED (Research Institute for Innovation and Technology in Education)minorStrategic or Co-development PartnerDr. Joleen Liang, Co-Founder of Squirrel Ai, serves as a Visiting Professor at UNIR iTED, supporting research and academic collaboration in AI-powered education.
• China National Education SystemcoreImplementation/ SI/ Consulting PartnerChina employs Squirrel AI for personalized tutoring at a national scale as part of its strategy to address one-size-fits-all classroom instruction, teacher shortages, and the urban-rural education gap, as highlighted in an Oliver Wyman analysis.

Scale indicators10 records

Recent moves8 records

Expansion highlights6 records

Direct peers

• Kumon: Global after-school math and reading franchise with tens of thousands of centers worldwide and a worksheet-based, mastery-oriented model. Squirrel Ai explicitly positions against Kumon with an AI-adaptive alternative delivered through physical learning centers and a franchise network.
• Mathnasium: Franchised math-only tutoring centers targeting K-12 students with personalized instruction. Closely comparable to Squirrel Ai's learning center concept and a named foil for Squirrel Ai's AI-powered, tablet-based personalization.
• Carnegie Learning: US-based provider of AI-driven math tutoring (MATHia) for K-12 and higher education. Comparable in adaptive math instruction, AI-driven personalization, and Carnegie is also referenced as a homepage partner, indicating a deeper relationship dynamic.
• Age of Learning: Creator of ABCmouse and My Math Academy, both adaptive learning products for young students. Stephanie Pearce, Squirrel Ai's Director of U.S. Math Curriculum, previously designed curriculum at Age of Learning, evidencing direct overlap in adaptive K-5 math.

Broad incumbents

• TAL Education Group: One of China's largest K-12 education companies and an early investor in Squirrel Ai. Overlaps directly in AI-powered tutoring and after-school education in China, and validates Squirrel Ai's category, but operates a broader portfolio of brands and services.
• New Oriental Education & Technology Group: Major Chinese private education provider and also an early investor in Squirrel Ai. Comparable as a broad incumbent in Chinese K-12 tutoring and a potential strategic acquirer or distribution partner for Squirrel Ai's adaptive learning technology.
• Yuanfudao: Leading Chinese EdTech company offering AI-enabled tutoring and homework support across K-12. Comparable as a Chinese AI-in-education incumbent competing for similar students and public-school contracts.
• Pearson: Global education publisher and assessment company. Third-party reporting has referenced Pearson acquiring Squirrel AI Learning to embed the adaptive technology into Pearson's broader platform, positioning Pearson as both a potential partner and a broad incumbent integrating comparable AI capability.

Emerging players

• VIPKid: China-origin online English tutoring platform that has historically used AI personalization at scale. Comparable in deploying AI in Chinese K-12 learning, though its focus on English instruction only partially overlaps with Squirrel Ai's multi-subject adaptive platform.
• Khan Academy: Non-profit provider of free, personalized online learning — including Khanmigo, its AI tutor — to a global K-12 audience. Comparable in adaptive, AI-driven personalization at scale, but differs sharply on pricing model and physical center footprint.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/SquirrelAI_Edu
• GitHubgithub.com/ai-for-edu
• YouTubeyoutube.com/@squirrelailearningbyyixueg5100
• LinkedInlinkedin.com/company/squirrelai

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles11 records

Subsidiaries2 records

Funding overview

Funding rounds5 records

Investors12 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments1 record

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Squirrel Ai Learning