Squirrel Ai Learning
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.
- Company typePrivate
- Founded2014
- HeadquartersShanghai, China
- Headcount501–1,000
- GTM typeB2B and B2C
- OfferingSoftware
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.
Squirrel Ai Learning firmographics
Firmographics- 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
Squirrel Ai Learning industry classification
Industry- 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
Where Squirrel Ai Learning is headquartered
LocationHeadquarters
- HQ city
- Shanghai
- HQ country
- China
- HQ region
- Asia
Offices4 records
Markets served
Squirrel Ai Learning business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- 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.
- 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.
- 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.
- 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
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Flat enrollment fee at physical learning centers (gym-membership style) |
| Other | — | Free access for children from lowest-income families and public school B2B contracts |
| One time/ perpetual license | — | Franchise investment opportunity |
Go-to-market motion4 records
Distribution channels6 records
Marketing channels10 records
Squirrel Ai Learning product offering
Product offeringCore 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
Companies that use Squirrel Ai Learning
Customer profileSegments5 records
Ideal customer profiles4 records
Squirrel Ai Learning technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability12 records
Feature5 records
Squirrel Ai Learning partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered flagship, core and minor.
- PearsonflagshipPearson 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 UniversitycoreHarvard 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 UniversitycoreStanford 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 LearningcoreCarnegie 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 InternationalcoreSRI 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 ChinaflagshipSquirrel 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)flagshipSquirrel 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)minorDr. 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 SystemcoreChina 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
Squirrel Ai Learning competitors and assessment
Company assessmentDirect 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
Squirrel Ai Learning social profiles
Digital presenceSquirrel Ai Learning compliance and trust
Trust signalCompliance1 record
Squirrel Ai Learning financial estimates
Financial estimateRevenue estimate
Valuation estimate
Squirrel Ai Learning leadership team
Management profileNumber of profiles
Profiles11 records
Squirrel Ai Learning subsidiaries and ownership
Company hierarchySubsidiaries2 records
Squirrel Ai Learning funding detail
Funding detailFunding overview
Funding rounds5 records
Investors12 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Squirrel Ai Learning M&A and investment
M&A and investmentM&A
Investments1 record
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Squirrel Ai Learning
What does Squirrel Ai Learning do?
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.
Is Squirrel Ai Learning a public or private company?
Squirrel Ai Learning is a private company. It is classified as venture growth investor backed and is currently operating.
When was Squirrel Ai Learning founded?
Squirrel Ai Learning was founded in 2014. It employs 501 to 1,000 people.
Where is Squirrel Ai Learning based?
Squirrel Ai Learning is headquartered in Shanghai, China, in the Asia region.
How does Squirrel Ai Learning make money?
Four revenue lines are on record. Learning Center Tuition (Flat Enrollment Fee) is the primary driver. The others are franchise Fees and Royalties, technology Licensing to US Subsidiary and public School B2B Contracts.
Who are Squirrel Ai Learning's main competitors?
Direct peers on record are Kumon, Mathnasium, Carnegie Learning and Age of Learning. Broad incumbents are TAL Education Group, New Oriental Education & Technology Group, Yuanfudao and Pearson. Emerging players are VIPKid and Khan Academy.
Does Squirrel Ai Learning have an API?
No public API is recorded for Squirrel Ai Learning.
What industry is Squirrel Ai Learning in?
Squirrel Ai Learning's product category is AI-Powered Adaptive Learning (K-12). Its primary akta.pro industry code is EDAFAFAC, AI Tutoring Systems (Conversational Tutors, Homework Helpers), with a secondary code of EDAFAFAE, Early Warning & Risk Prediction (Dropout/Failure Alerts, Intervention Targeting). Its NAICS code is 611691.