BeyondMath
BeyondMath is a Cambridge-based deeptech company building a foundational AI model trained on first-principles physics, delivering engineering-grade simulations up to 1,000x faster than traditional CFD for enterprise engineering teams across aerospace, automotive, energy, and adjacent industrial sectors.
- Company typePrivate
- Founded2022
- HeadquartersCambridge, United Kingdom
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What BeyondMath does
BeyondMath is a Cambridge-based deeptech company founded in 2022 by ex-Google AI veterans Alan Patterson (CEO) and Darren Garvey (CTO) to commercialize what it describes as the world's first and largest foundational AI model trained on first-principles physics. The platform replaces legacy CFD/FEA workflows — historically dependent on $50M supercomputer clusters and specialist PhD expertise — with a generative physics model that delivers engineering-grade simulations up to 1,000x faster (full-car F1 transient simulations in under 100 seconds; 500M+ cell 3D simulations supported). The technology spans fluid, thermal, and structural physics in a single workflow and eliminates manual mesh generation, accepting geometry uploads directly.
The core products are the Generative Physics Platform (the underlying model), GPStudio (an interactive design interface with a public waitlist at studio.generativephysics.ai/waitlist), and a Digital Wind Tunnel feature for automotive and motorsport customers. The model is trained on NVIDIA DGX H200 infrastructure and deployed via AWS, with optional on-premise installations for data-sensitive customers.
BeyondMath generates revenue through a combination of enterprise platform licensing (quote-based, annual subscription) and project-based engagements; the dominant disclosed contract is the $19M, 3-year STRATA aerospace consortium with Honeywell (£14.1M co-funded by the UK government via ATI/Innovate UK) targeting Environmental Control Systems and Cabin Pressure Control Systems for additive manufacturing. The company sells primarily through direct enterprise sales and strategic project partnerships into automotive (including an unnamed F1 team and EV programs), aerospace, energy, semiconductors, telecommunications, defense, electronics, and construction customers, with a concurrent PLG motion via the GPStudio waitlist. BeyondMath has raised approximately $18.5M in seed funding across three rounds between 2023 and 2026 from UP.Partners, Insight Partners, InMotion Ventures (JLR's investment arm), and Cambridge Innovation Capital, and currently plans to double headcount while expanding into the United States and Japan in 2026.
BeyondMath firmographics
Firmographics- Name
- BeyondMath
- Legal name
- BeyondMath Limited
- Website
- https://beyondmath.com
- Company type
- Private
- Founded year
- 2022
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- BeyondMath is a Cambridge-based deeptech company building a foundational AI model trained on first-principles physics, delivering engineering-grade simulations up to 1,000x faster than traditional CFD for enterprise engineering teams across aerospace, automotive, energy, and adjacent industrial sectors.
- Ownership category
- akta.pro rank
BeyondMath industry classification
Industry- Product category
- Engineering Simulation Software
- NAICS
- Computer Systems Design Services (541512), Engineering Services (541330)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- Platform Engineering & Internal Developer Platforms (IDP) (BPAEAKAC)
Keywords
Where BeyondMath is headquartered
LocationHeadquarters
- HQ city
- Cambridge
- HQ country
- United Kingdom
- HQ region
- Europe
Offices1 record
Markets served
BeyondMath business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Enterprise Platform Licensing: BeyondMath offers its generative physics platform to enterprise customers through licensing arrangements. The platform is sold to engineering and industrial companies struggling with legacy simulation tools. Pricing is quote-based for enterprise deployments.
- Project-Based Engagements: The company generates revenue through major project engagements such as the $19M STRATA project with Honeywell, involving direct collaboration on aerospace component simulation and optimization.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise Platform Access |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels7 records
BeyondMath product offering
Product offeringCore offering
BeyondMath develops and licenses a generative physics AI platform that delivers engineering-grade multiphysics simulations up to 1,000x faster than traditional supercomputing methods, enabling engineers to upload geometry directly and run full-fidelity transient fluid, thermal, and structural simulations in seconds. The platform is offered to enterprise engineering teams across automotive, aerospace, energy, defense, semiconductors, telecom, electronics, and construction through direct sales, strategic project engagements, and an interactive GPStudio interface available via waitlist.
Product overview
BeyondMath offers a unified Generative Physics Platform comprising the foundational AI model and GPStudio interface. The platform enables engineers to upload geometry directly, run full-fidelity transient simulations achieving engineering-grade accuracy up to 1000x faster than traditional solvers, and visualize pressure, velocity, temperature fields in real-time. The platform handles multiphysics including fluid dynamics, thermal management, and structural mechanics, with the Digital Wind Tunnel feature providing specialized aerodynamic simulation capabilities.
Differentiator
Problem solved
Functional benefit
Products and services
- Generative Physics Platform A foundational AI model trained on first-principles physics that delivers engineering-grade fluid, thermal, and structural simulations up to 1,000x faster than traditional supercomputing-based CFD/FEA tools, with no manual mesh generation or preprocessing required. Built for enterprise engineering teams in automotive, aerospace, energy, defense, semiconductors, telecom, electronics, and construction.
- GPStudio Platform
Quantifiable outcome
- 1,000x simulation speed improvement
- +11 more outcomes
Companies that use BeyondMath
Customer profileNamed customers2 records
Segments8 records
Ideal customer profiles2 records
BeyondMath technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature6 records
BeyondMath partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core, flagship and consortium.
- NVIDIAcoreStrategic technology partnership including NVIDIA DGX H200 systems for training physics solvers at industrial scales. BeyondMath exhibits at NVIDIA GTC Paris and is listed among Nvidia's AI-native companies. NVIDIA GPU computing enables the platform's performance.
- Amazon Web Services (AWS)coreCloud infrastructure partner and co-founder of IRCAI/AWS Compute for Climate Fellowship. AWS supports BeyondMath's cloud-based platform deployment and climate-focused research initiatives.
- Honeywellflagship$19M, 3-year STRATA project for aerospace component simulation. BeyondMath serves as computational core for design optimization of Environmental Control Systems and Cabin Pressure Control Systems. Project aims to deliver lighter, more efficient aerospace parts with billions in potential fuel savings.
- 3T Additive ManufacturingconsortiumExperts in metal additive manufacturing implementing Digital Thread throughout product lifecycle. Part of Honeywell-led STRATA consortium focused on aerospace component design for additive manufacturing.
- University of Oxford Thermofluids InstituteconsortiumAcademic partner in STRATA consortium providing expertise in heat transfer research. Contributes scientific rigor to aerospace component optimization project.
- QdotconsortiumProvider of binder jet heat exchanger technology for compact, high-efficiency components. Part of Honeywell-led STRATA consortium developing innovative aerospace components.
- UK Government (ATI/Innovate UK)flagshipGovernment funding for aerospace innovation through the Aerospace Technology Institute (ATI). Funded £14.1M STRATA project to revolutionize UK aerospace manufacturing through AI and additive manufacturing.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
BeyondMath competitors and assessment
Company assessmentBroad incumbents
- Altair: Broad engineering simulation and HPC portfolio (including HyperWorks and AcuSolve) competing for the same multiphysics simulation budgets as BeyondMath.
- Ansys: Dominant incumbent in engineering simulation (CFD, FEA, multiphysics) with deep penetration in aerospace and automotive. An established platform BeyondMath must displace or integrate alongside.
- Siemens Digital Industries (Simcenter): Incumbent simulation suite (Simcenter STAR-CCM+, etc.) within Siemens Xcelerator, widely deployed across automotive, aerospace, and industrial customers alongside CAD/PLM.
- Dassault Systèmes (SIMULIA): Provides SIMULIA-branded multiphysics simulation tightly coupled with CATIA and the 3DEXPERIENCE platform, an entrenched competitor in regulated design workflows.
- Cadence Design Systems: Dominant EDA and computational software provider with growing multiphysics simulation footprint, particularly relevant to BeyondMath's semiconductor and electronics thermal use cases.
Direct peers
- PhysicsX: AI-native engineering simulation platform applying deep learning to physics-based design across aerospace, automotive, and energy—directly overlapping BeyondMath's product category, customer base, and value proposition.
- Neural Concept: Provides AI-driven 3D deep-learning surrogate models for engineering simulation in automotive and aerospace, targeting the same design-iteration bottleneck BeyondMath addresses with its generative physics model.
- Monolith AI: Applies machine learning to engineering R&D for accelerated product development in automotive and industrial sectors, competing for the same AI-for-engineering budget as BeyondMath.
Emerging players
- Rescale: Cloud HPC platform that orchestrates third-party CAE/CFD solvers; an adjacent emerging player that could integrate AI-native solvers like BeyondMath's or compete in the same enterprise compute layer.
- nTopology: Engineering design optimization platform used in aerospace and additive manufacturing with overlapping STRATA-relevant customer use cases in lightweight component design.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
BeyondMath social profiles
Digital presenceBeyondMath financial estimates
Financial estimateRevenue estimate
Valuation estimate
BeyondMath leadership team
Management profileNumber of profiles
Profiles5 records
BeyondMath funding detail
Funding detailFunding overview
Funding rounds3 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
BeyondMath M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about BeyondMath
What does BeyondMath do?
BeyondMath develops and licenses a generative physics AI platform that delivers engineering-grade multiphysics simulations up to 1,000x faster than traditional supercomputing methods, enabling engineers to upload geometry directly and run full-fidelity transient fluid, thermal, and structural simulations in seconds. The platform is offered to enterprise engineering teams across automotive, aerospace, energy, defense, semiconductors, telecom, electronics, and construction through direct sales, strategic project engagements, and an interactive GPStudio interface available via waitlist.
Is BeyondMath a public or private company?
BeyondMath is a private company. It is classified as venture growth investor backed and is currently operating.
When was BeyondMath founded?
BeyondMath was founded in 2022. It employs 11 to 50 people.
Where is BeyondMath based?
BeyondMath is headquartered in Cambridge, United Kingdom, in the Europe region.
How does BeyondMath make money?
Two revenue lines are on record. Enterprise Platform Licensing is the primary driver. The others are project-Based Engagements.
Who are BeyondMath's main competitors?
Broad incumbents on record are Altair, Ansys, Siemens Digital Industries (Simcenter), Dassault Systèmes (SIMULIA) and Cadence Design Systems. Direct peers are PhysicsX, Neural Concept and Monolith AI. Emerging players are Rescale and nTopology.
Does BeyondMath have an API?
No public API is recorded for BeyondMath.
What industry is BeyondMath in?
BeyondMath's product category is Engineering Simulation Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of BPAEAKAC, Platform Engineering & Internal Developer Platforms (IDP). Its NAICS code is 541512 and its SIC code is 7373.