ComputerBasedMath.org

What ComputerBasedMath.org does

ComputerBasedMath.org (CBM) is a UK-registered nonprofit founded in 2010 by Conrad Wolfram with the mission to reconceptualise mainstream mathematics education by placing computer-based computation at the heart of the curriculum. The organization argues that current math education is in worldwide crisis, focused on hand-calculating (step 3 of problem-solving) while neglecting problem definition, mathematical formulation, and result interpretation; CBM's curriculum re-centers mathematics on a four-step computational thinking process (Define Questions, Abstract to Computable Form, Compute Answers, Interpret Results) and an 11-dimensional outcomes framework spanning confidence, instinct, critiquing, generalising, communication, and tool/computation management.

CBM's product portfolio comprises four interconnected offerings: an AI-powered tutoring and assessment platform called CAIT; self-study student modules delivered through Wolfram U; a classroom-ready Teaching Platform for educators; and an open Project Repository. Underpinning these is a curriculum architecture of 500–1,000 learning hours being built from scratch around modules (principal problems), chapters (sub-problems), and modalities (pedagogical styles). The technology stack is provided by Wolfram Research — Wolfram Language, Mathematica, Wolfram Cloud, and Wolfram|Alpha — with CBM layering pedagogical design onto a fully featured computational core.

The business model is nonprofit and sponsorship-driven rather than transactional. Revenue streams include corporate sponsorships (from banking, energy, medicine, and other sectors), event sponsorships for summits and local meetups, resource sponsorships for module development, and government partnership pilots (Estonian Government, Swedish Education System, African Education Initiatives). The organization aims to be self-supporting. Go-to-market is event-driven and community-led: annual summits in London and co-hosted by UNICEF in New York serve as demand-generation anchors, with active community engagement on LinkedIn and a thought-leadership stack anchored by Conrad Wolfram's TED Global 2010 talk and his book "The Math(s) Fix."

Name

ComputerBasedMath.org

Legal name

computerbasedmath.org

Website

https://computerbasedmath.org

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

101–250 employees

Short description

ComputerBasedMath.org is a UK-registered nonprofit founded in 2010 by Conrad Wolfram that builds a new mathematics curriculum centered on computational thinking and computer-based calculation, serving students, teachers, policymakers, and governments globally through AI tutoring, self-study modules, and education system partnerships.

Ownership category

akta.pro rank

Product category

Mathematics Education Software

NAICS

All Other Schools and Instruction (61169), Computer Training (61142), Business Schools and Computer and Management Training (6114), Computer Training (611420), Educational Support Services (61171), Exam Preparation and Tutoring (611691)

SIC

Services-Educational Services (8200), Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Core Digital Curriculum & Courseware (Full Programs & Units) (EDAFACAA)

akta.pro secondary industries

Computer Science Theory (Computational Thinking, Logic, Discrete Math) (EDAMACAK), Online Math Enrichment Platforms & Courses (EDAMAEAF), Math Research, Projects & Modeling Programs (EDAMAEAL), Math Intervention & Numeracy Support Programs (EDAJAGAG), Math Homework Support (Problem-Solving & Practice) (EDANADAE)

Keywords

• Mathematics curriculum
• Computational thinking education
• AI tutoring platform
• Math education reform
• STEM learning software

Headquarters

HQ city

Oxford

HQ country

United Kingdom

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Sponsorship: Corporate and organizational sponsorship to support curriculum development and material creation. Organizations in banking, energy, medicine and other sectors sponsor module creation or longer-term projects to deliver education and benefit the wider community.
2. Government Partnerships: Early projects established with governments (Estonian government, Sweden, Africa) to pilot and deploy CBM curriculum, likely funded through government education budgets.
3. Event Sponsorships: Support for summits, workshops, and local group meetups through event sponsorship.
4. Resource Sponsorship: Sponsoring specific resource creation such as module development.

Go-to-market motion2 records

Distribution channels5 records

Marketing channels5 records

Core offering

ComputerBasedMath.org builds a completely new, high-concept mathematics curriculum with computer-based computation at its heart, redefining maths as the anchor subject for computational thinking across all subjects. The organization delivers this curriculum through cloud-based self-study modules on Wolfram U, an AI-powered tutoring and assessment platform (CAIT), a dedicated teaching platform for educators, and a project repository. Curriculum content is built on the Wolfram technology stack (Wolfram Language, Mathematica, Wolfram Cloud, Wolfram|Alpha) and is structured around the proprietary CBM Curriculum Architecture, the 11-Dimensional Outcomes Framework, and the Four-Step Computational Thinking Process.

Product overview

ComputerBasedMath.org offers a platform-based educational approach centered on a fundamentally new mathematics curriculum that places computer-based computation at its core. The portfolio comprises four interconnected offerings: Self-Study with AI (CAIT) providing AI-powered tutoring and assessment; Self-Study Resources offering cloud-based modules via Wolfram U; the Teaching Platform for educators to deliver the CBM curriculum; and a Project Repository for sharing learning materials. Underpinning all offerings is the CBM Curriculum Modules structure (500-1000 learning hours of content), the Computational Thinking Outcomes Framework (11 defined dimensions), and the Computational Thinking Process Poster. The organization leverages Wolfram technologies (Wolfram Language, Mathematica, Wolfram Cloud, Wolfram|Alpha, Wolfram Demonstrations) as the computational infrastructure for its educational materials.

Differentiator

Problem solved

Functional benefit

Products and services

• Self-Study with AI (CAIT - AI Tutoring and Assessment) An AI-powered tutoring and assessment platform that provides personalized text-based instruction in computer-based mathematics, allowing students to learn computational thinking concepts with AI guidance. Available via the CBM website for students learning computational thinking.
• Self-Study Resources Cloud-based self-study student modules delivered through Wolfram U, providing immediate access to interactive learning materials for computer-based mathematics education. Designed for individual learners and students worldwide.
• Teaching Platform A platform designed for educators to teach computer-based mathematics, featuring interactive materials and pedagogical support for implementing the CBM curriculum in classrooms. Built for teachers delivering CBM modules and after-school computational thinking clubs.
• Project Repository A repository of educational projects and resources that support computational thinking education, allowing students and teachers to access and share learning materials. Open to students and educators.
• Computational Thinking Outcomes Framework A comprehensive framework defining 11 dimensions of required outcomes from core computational thinking, including confidence to tackle problems, instinctive feel for computational thinking, critiquing and verifying, and interpreting results. Designed for educators, curriculum designers, and policymakers.
• Computational Thinking Process Poster A classroom poster illustrating the four steps of computational (mathematical) thinking: Define Questions, Abstract to Computable Form, Compute Answers, and Interpret Results. Available as a downloadable resource and in printed form via Zazzle print-on-demand. Designed for teachers and classrooms.

Quantifiable outcome

• Students can complete 20-30 calculations on computer in the time of one hand calculation, enabling vastly accelerated experience and intuition building

Named customers3 records

Segments6 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Feature4 records

Partnerships

Five partnerships are on record, tiered core and flagship.

• Wolfram ResearchcoreTechnology or IntegrationWolfram Research, the company behind Mathematica, Wolfram|Alpha, and the Wolfram Language, provides the technological foundation for CBM. Conrad Wolfram and colleagues at Wolfram Research developed algorithms for the software and supply technology to the world's maths users. CBM is uniquely positioned at the epicenter of maths and its applications through this relationship.
• Estonian GovernmentflagshipStrategic or Co-development PartnerEarly pilot project established with the Estonian government to implement CBM curriculum in schools, representing the first government adoption of the new curriculum approach.
• Swedish Education SystemcoreStrategic or Co-development PartnerEarly project established with Sweden to develop and implement CBM curriculum materials.
• African Education InitiativescoreStrategic or Co-development PartnerCBM projects established in Africa to bring computer-based maths education to developing regions, offering opportunity for leapfrogging traditional approaches.
• UNICEFflagshipStrategic or Co-development PartnerUNICEF co-hosts CBM Education Summits in New York, bringing global education development expertise to the initiative and providing legitimacy for CBM's educational reform mission.

Scale indicators3 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Khan Academy: Large-scale nonprofit digital education platform with extensive math curriculum, free self-study, teacher tools, and AI tutoring (Khanmigo). Directly comparable as a global free math learning platform targeting students, teachers, and policymakers.
• Desmos: Free graphing calculator and classroom math tools widely embedded in K-12 and higher-ed math instruction. Comparable as a computer-first, interactive math tool that reshapes how students engage with mathematical concepts in the classroom.
• IXL Learning: Subscription-based personalized learning platform covering math, with extensive K-12 school and consumer adoption. Comparable as a continuously adaptive math learning and assessment product sold to schools, teachers, and families.
• Brilliant: Interactive STEM/math learning platform emphasizing problem-solving and computational thinking with guided interactive exercises. Comparable to CBM in focus on conceptual, computer-aided math problem solving rather than rote calculation.
• DreamBox Learning: Adaptive K-8 math learning platform used widely in North American school districts, pairing intelligent tutoring with curriculum. Comparable as a school-focused adaptive math product positioned against traditional pedagogy.
• GeoGebra: Free dynamic mathematics software for teaching and learning, used by millions of teachers and students worldwide. Comparable as a computational, interactive math toolset that integrates with classroom instruction and curriculum.
• ALEKS (McGraw Hill): Adaptive AI math learning and assessment platform widely deployed in K-12 and higher education. Comparable as a personalized, AI-driven math instruction and assessment product targeting schools and individual learners.
• Carnegie Learning: Provider of AI-driven math tutoring (MATHia) and curriculum for K-12 schools, with adaptive learning and teacher-facing tools. Directly competes with CBM's AI tutoring and curriculum vision for school math reform.

Others

• Wolfram Research: Parent organization and core technology provider for CBM; commercializes Mathematica, Wolfram|Alpha, and Wolfram Cloud to universities, industry, and education. Relevant as the platform partner and primary enabling technology rather than as a direct competitor.

Broad incumbents

• MathWorks: Provider of MATLAB and Simulink computational software widely used in engineering and applied math education. Comparable as a broader incumbent bringing computational/mathematical tools into higher education and applied problem solving.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/user/ComputerBasedMath/videos
• LinkedInlinkedin.com/company/computerbasedmath-org

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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

M&A

Investments

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

Frequently asked questions about ComputerBasedMath.org