BeyondMath secures $18.5M to expand its foundational physics AI model

London-based BeyondMath, a deeptech company that has developed a novel generative physics model, has raised a $10 million seed extension led by Cambridge Innovation Capital, with participation from existing investors including UP.Partners, Insight Partners, and InMotion Ventures. This brings total seed funding to $18.5 million.

Engineering and industrial companies are under increasing pressure to design more complex systems faster and more sustainably, yet many still rely on legacy simulation tools that struggle to keep pace with modern hardware and AI-driven workflows.

BeyondMath aims to address this gap with a foundational AI model trained directly on first-principles physics. The platform enables engineering-grade simulations to be produced in minutes rather than hours or days, delivering results up to 1,000 times faster than traditional supercomputing methods.

Founded in 2022 by AI industry veterans Alan Patterson and Darren Garvey, BeyondMath has built what it describes as the world’s largest foundational physics model, capable of simulating complex physical phenomena ranging from aerodynamics to thermal management. The company’s customers include major automotive, aerospace, and electronics manufacturers, and it has established partnerships with NVIDIA and AWS.

Speaking about the market need, BeyondMath CEO Alan Patterson said engineering teams require faster and more flexible simulation capabilities but currently lack the technology to meet these demands:

Generative physics introduces a fundamentally new approach to engineering, unlocking innovation across fields ranging from aerospace and automotive to data-centre 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.

BeyondMath’s technology has potential applications across sectors, including automotive, aerospace, electronics, data centre design, and semiconductor manufacturing.

The new funding will be used to scale commercial deployment of BeyondMath’s generative physics technology and expand its research capacity. The company expects to double its headcount this year and grow its customer base across Europe, the United States, and Japan.