McLaren Automotive is transforming its engineering and product development by embedding end-to-end agentic AI across its entire engineering lifecycle. Leveraging Rescale’s digital engineering platform, powered by NVIDIA AI infrastructure, McLaren can now explore more design space, run complex simulations faster, tune components with greater precision, and reduce manual, repetitive tasks, while preserving the company’s engineering heritage.

The Rescale platform, trained exclusively on McLaren data, integrates CAE, systems engineering, and design into a unified AI-driven environment. It uses AI physics models, agentic engineering libraries, and knowledge graphs to continuously learn, optimise designs, and maintain McLaren’s exacting quality standards.

Engineers can now simulate thousands of design iterations in hours, predict performance in real time, and accelerate high-value tasks across areas such as carbon materials, structural dynamics, and durability.

McLaren executives describe the platform as a strategic transformation, allowing data, intelligence, and engineering philosophies to compound at unprecedented speed. By automating repetitive workflows and enhancing expert productivity up to 3x, the platform enables engineers to focus on critical design thinking while compressing years of traditional simulation into hours of AI-accelerated design exploration.

The company is demonstrating its AI-enhanced engineering at NVIDIA GTC 2026 in San Jose, California, showcasing how agentic AI, advanced simulation, and unified data-driven workflows are reshaping the future of automotive engineering, turning decades of McLaren design heritage into a real-time generative engine for rapid innovation.