McLaren Construction has entered into a partnership with FieldAI, an international leader in physical AI, to deploy general-purpose autonomous robots across its UK construction sites.
The collaboration will see McLaren introduce autonomous quadruped robots that will initially be used to capture 360° site imagery, generate point cloud data and support project monitoring through progress verification, model-to-site deviation analysis, safety compliance patrols and quality assurance.
The companies said the range of applications will expand over time, enabling the robots to undertake additional tasks as new capabilities are introduced.
AI-powered quality assurance
The robots will carry out regular automated site scans, creating a detailed visual and spatial record of construction work as it progresses.
FieldAI’s AI-enabled deviation analysis will compare captured site data against the project’s digital design model, helping to identify installation issues earlier and reducing the time between work being completed and quality defects being detected.
The technology is intended to improve installation accuracy, support tolerance management, strengthen quality control and reduce costly rework.
Expanding into the UK market
The agreement marks FieldAI’s entry into the UK construction market, building on existing deployments across hundreds of construction sites in Europe, Asia and North America.
As the partnership develops, McLaren Construction and FieldAI will work together to ensure the technology meets UK regulatory requirements and data security standards as deployments expand.
Physical AI at the core
The deployment is powered by FieldAI’s Field Foundation Models, which combine data-driven artificial intelligence with physics-based reasoning and uncertainty quantification to enable robots to operate in complex and unpredictable environments.
Using a single universal AI platform, the software enables robots of different sizes and configurations to perform an expanding range of tasks in unstructured environments without relying on pre-existing maps, supporting infrastructure or pre-planned routes.
This allows the robots to be deployed quickly while adapting to changing site conditions.
Improving project delivery
McLaren Construction expects the partnership to improve project monitoring, enable earlier identification of installation issues and provide stronger evidence to support compliance and quality assurance activities.
The company also believes the collaboration will generate valuable operational experience that will help inform the wider adoption of robotics across its business in the future.
McLaren Construction’s group pre-construction director, Adam Nicholson, said: “The significance of this deployment for the construction industry is that we can move beyond machines that are remote controlled or pre-programmed for a limited range of tasks and routes.
“Instead, we now have autonomous robots navigating stairs, doors and other obstacles and constantly working with our human teams to support productivity, safety and quality.”
Patrick Purwin, VP of Sales at FieldAI, said: “One of the impactful features ofthis partnership is McLaren’s willingness to expand use cases asgeneral-purpose robots grow more capable. The work starts with monitoring andmodelling missions and expands across the full spectrum of physical work,including site logistics, dexterous manipulation and multi-robot coordination.”
