Engineering and industrial companies face growing pressure to design more complex systems faster and more sustainably, often relying on legacy simulation tools that struggle to keep pace with modern hardware and AI-driven workflows. BeyondMath addresses this challenge with a foundational AI model trained on first-principles physics, enabling engineering-grade simulations to be generated in minutes rather than hours or days. The company has closed a US$10m seed extension led by Cambridge Innovation Capital, alongside existing investors including UP.Partners, Insight Partners, and InMotion Ventures. The seed round closed at US$18.5m.
Founded in 2022 by AI industry veterans Alan Patterson and Darren Garvey, BeyondMath has developed the world’s largest foundational physics model, which is capable of simulating complex physical phenomena, from aerodynamics to thermal management.
In automotive engineering specifically – where BeyondMath works with an F1 team – the platform supports real-time testing of thousands of design combinations to identify optimisations in aerodynamics and thermal management.
The funding will be used to scale up the commercial deployment of BeyondMath’s generative physics technology and increase its research capacity.
Alan Patterson, CEO of BeyondMath, said, “Engineering teams require ever-faster, more flexible simulation, but do not have the technology to deliver on these demands. Generative physics introduces a fundamentally new approach to engineering, unlocking innovation across fields ranging from aerospace and automotive to data-center design. We now have the capital and investor support to accelerate our research roadmap and scale commercial adoption. This could be the ChatGPT moment for physics.”
Edward Inns, principal at Cambridge Innovation Capital, added, “BeyondMath is tackling one of the hardest and most valuable problems in engineering. By combining first-principles physics with modern AI, the team has built a platform that can redefine how complex systems are designed across multiple industries. We look forward to supporting Alan, Darren and the team as they continue to scale.”
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