Caterpillar Inc. (NYSE: CAT) is teaming up with FieldAI to push forward the development of physical AI, autonomy and robotics designed to make job sites and manufacturing facilities safer and more efficient.
The partnership comes as industries across the board grapple with persistent labour shortages and mounting pressure to boost productivity.
Physical AI works by converting real-time observations from equipment and facilities into insights that can be acted on immediately.
That capability is intended to sharpen decision-making, improve safety outcomes and get more value out of both workers and machines on site.
Caterpillar laid the groundwork for this direction earlier in the year at CES, where the company outlined its vision for what it calls the jobsite of the future.
That vision centres on operations that are safer and easier to manage, supported by intelligent machines, connected workflows and digital insight tools.
The collaboration with FieldAI pairs Caterpillar’s decades of industry experience, engineering know-how, and operational data with FieldAI’s AI-enabled robot foundation models.
Together, the companies aim to build systems that can operate autonomously across complicated job sites and manufacturing environments, speeding up the rollout of practical tools that improve safety, productivity and overall efficiency.
Several early applications are already taking shape.
These include autonomous inspection systems meant to improve safety and give teams better visibility into operations, along with digital twins of job sites and facilities that offer real-time insight into equipment, infrastructure and workflows.
The effort also includes enhanced situational awareness tools designed to flag potential risks earlier, as well as optimisation systems that use simulation, automation and AI-driven analysis to improve how operations run.
Caterpillar chief technology officer Jaime Mineart said the future of these industries will depend on how well human expertise and AI-powered machines work together.
“Collaborations like this help accelerate the journey,” said Mineart.
“We’re focused on applying AI where it matters most, helping customers improve safety, increase productivity and get more value from every operation.”
Caterpillar chose FieldAI in part because of its track record deploying technology in complex, fast-changing industrial settings where conventional automation tools have often struggled to keep up.
FieldAI’s autonomy systems are designed to work across different types of robots, and its foundation models are built to turn large volumes of operational and jobsite data into insights that support both companies’ broader modernisation goals.
John Tuntland, Caterpillar’s senior vice president of Integrated Components Division, said the technology is reshaping how the company approaches modern manufacturing.
“These technologies give our teams greater visibility into how our facilities operate and help us identify opportunities to improve safety, optimise flow and make more informed decisions,” Tuntland said.
Ali Agha, founder and chief executive of FieldAI, pointed to the scale of Caterpillar’s footprint as a natural fit for his company’s technology.
“Caterpillar has shaped operations on job sites and manufacturing facilities for over a century, and these are exactly the environments FieldAI excels in, with deployments spanning hundreds of sites worldwide,” said Agha.
The collaboration also draws on NVIDIA accelerated computing and NVIDIA Omniverse technologies, along with high-fidelity digital twins built from real operational data.
Caterpillar and FieldAI say the combined effort is intended to improve visibility across sites, speed up decision-making and support the next generation of industrial operations as AI-powered autonomy becomes a bigger part of heavy industry.









