McLaren Circularity Platform Transforming F1 Sustainability

McLaren Racing has deployed a technology platform that automates the measurement of material circularity across its Formula One operations. The system, developed with Deloitte, uses data analytics to track material inputs and waste outputs in real-time, creating digital workflows that eliminate manual processes for sustainability reporting.

Kim Wilson, Director of Sustainability at McLaren Racing, oversees the technology implementation from the company’s headquarters near Woking. The facility houses the current F1 constructors’ champions and serves as the testing ground for digital tools that process thousands of data points across the racing season.

“I think there’s a lot of people who think that you have to choose between sustainability and on-track performance,” Kim says in an interview with Sustainability Magazine. “We can deliver circularity and on-track performance together.”

The platform addresses data challenges in supply chain monitoring, which form part of McLaren’s commitment to decarbonise operations by 2030 and achieve net zero by 2040. These targets have been validated by the Science-Based Targets initiative and require automated data collection systems to track progress.

“We take the input materials into our factory over a season and we look at the weight of them and how circular they are, and then we also look at what goes out the other end in terms of waste and look at how circular that is,” Kim explains.

The system generates automated reports with percentage scores for total materials circularity, enabling teams to identify optimisation opportunities through data visualisation tools. Kim notes that McLaren has achieved recycling for a significant proportion of materials leaving the factory through improved tracking systems.

Cost cap exemption enables technology sharing

F1’s teams are required to adhere to cost cap regulations, but the sport’s governing body – the FIA – has exempted circularity development from these constraints to prevent sustainability platforms from reducing on-track performance budgets.

“They’ve allowed us to do this circularity work outside of the cost cap, which is important because if we had to spend the money, then that would’ve been money we couldn’t spend on track performance,” Kim says.

The exemption enables teams to share specifications and data standards without compromising competitive spending. Kim expects this approach to create uniform platforms across the sport, with standardised data formats for sustainability reporting.

Formula One plans to introduce sustainable fuels in 2026, requiring new telemetry systems and fuel composition monitoring. Kim identifies circularity technology as the next development area for the sport’s digital infrastructure.

“We have a net zero commitment by 2040 and to decarb our emissions by 2030, but a really big part of that is our supply chain,” Kim says. “It’s the same as any other organisation and we need to be able to lean into the materials that we use and what we buy to be able to run our business and our team.”

The circularity platform addresses gaps in current ERP systems. Kim notes that no other teams in the industry are deploying automated circularity measurement, and that cloud-based protocols for this data processing are still under development.

“There’s the global circularity protocol that’s being developed at the moment, but we are taking the nuances of Formula One and applying it to how a Formula One team can measure that,” Kim says. “So what gets measured gets managed.”

Digital infrastructure collaboration across teams

The partnership with Deloitte has produced what McLaren calls a Formula One constructors’ circularity handbook, which documents the specifications for material tracking systems. This technical documentation has been commissioned by the FIA for potential deployment across all teams.

Kim emphasises the collaborative approach required for technology standardisation, despite F1’s competitive nature. The sharing of software architecture occurs in what she terms a “pre-competitive space” where teams work together on common digital infrastructure challenges.

“Despite the fact that I work in probably one of the most competitive industries in the world, collaboration is absolutely fundamental,” Kim says.

Kim joined McLaren after working as a chartered accountant and holding positions at EDF Energy and EDF (UK). She describes McLaren’s culture as suited to sustainability platform development, citing the company’s focus on performance analytics, precision engineering and research and development systems.

“It’s McLaren, but also it’s the people and it’s our culture,” Kim says. “I’ve learned so much working at McLaren from the way we approach racing and engineering: learning and iterating and experimenting and moving forward and being really focused.”

As Kim describes, the sustainability programme integrates with McLaren’s existing IT infrastructure and competitive data analysis systems.

“I’ve had a fantastic opportunity to create my own strategy, build a team, but integrate into our organisation and our culture and really drive some positive change,” she says. “It’s very solutions oriented, and that’s what I love about it.”