Caterpillar and FieldAI partner on physical AI for jobsites

Caterpillar announced on Sept. 5, 2026 that it is working with robotics company FieldAI to bring physical AI and autonomous systems to construction sites and complex industrial environments, according to Automation News.

What the companies say they are combining

Per Automation News, Caterpillar and FieldAI plan to combine Caterpillar's industrial expertise, engineering capabilities and operational data with FieldAI's AI-enabled robot foundation models. The stated goal is to extend automation beyond the controlled environments of conventional production lines. Automation News reported that potential applications include autonomous inspections intended to improve safety and operational visibility, along with digital twins meant to provide insight into equipment, infrastructure and operations.

Caterpillar told Automation News the technology could also be used to improve situational awareness and to help identify risks earlier, while AI-driven simulation could be applied to industrial operations. The report noted the companies will use NVIDIA accelerated computing, NVIDIA Omniverse and digital twins built from operational data. Automation News described FieldAI's autonomy technology as robot-agnostic, meant to work across robotic platforms using models that combine data-driven learning with physics-based reasoning.

Context: automation adoption in construction

Separately, Construction Executive has reported on broader automation trends in the construction sector. A 2021 Construction Executive article cited a 2018 U.S. Chamber of Commerce report finding that more than half of surveyed contractors used some form of automation to manage onsite safety, with 74% of respondents saying they planned to add more technology. That same 2021 article noted that construction workers and business leaders had raised concerns about worker displacement and stress tied to automation, while also describing potential benefits for safety and data collection.

These construction-sector figures describe general industry survey findings from 2018 and are not specific to the Caterpillar-FieldAI collaboration. No timeline, deployment sites or financial terms for the Caterpillar-FieldAI work were disclosed in the Sept. 5, 2026 report.