Caterpillar partners with FieldAI to bring physical AI and autonomous robotics to construction jobsites

Caterpillar announced a collaboration with FieldAI on 2 September 2026 to advance physical AI, autonomy and robotics across construction, mining and manufacturing environments, citing growing labor shortages and rising productivity demands as the primary drivers. The collaboration combines Caterpillar's deep industry expertise, engineering capabilities and operational data with FieldAI's AI-enabled robot foundation models to autonomously operate across complex jobsites and manufacturing environments.

What FieldAI brings to the table

FieldAI is not a conventional automation vendor. The company's Field Foundation Models™ uniquely combine data-driven AI with physics-based reasoning and uncertainty awareness, enabling safe and reliable operations in environments previously considered too unpredictable for robots. That distinction matters on a live construction site, where conditions change by the hour.

FieldAI's leadership team brings together expertise in AI foundation models and real-world robotics, with roots in Google DeepMind, NASA JPL's Mars exploration program, and DARPA's Subterranean Challenge and RACER programs. The company has raised over $400 million from investors including Bezos Expeditions, Khosla Ventures, and NVentures - NVIDIA's venture capital arm.

FieldAI-enabled robots collect vision, depth, lidar and other sensor information as they move through an industrial site. NVIDIA accelerated computing and Omniverse technologies can then transform that real-world data into detailed three-dimensional environments.

Early applications

Initial applications include autonomous inspections, digital twins of jobsites and manufacturing facilities, and improved situational awareness. In more detail, the four priority areas are:

• Autonomous inspections - robots survey sites to improve safety and operational visibility without pulling workers off productive tasks
• Jobsite and facility digital twins - real-time 3D representations of equipment, infrastructure and site conditions built from live sensor data
• Enhanced situational awareness - earlier identification of potential hazards to support faster decision-making
• Operational optimisation - simulation and AI-driven insights to improve efficiency across machines and workflows

FieldAI's robot-agnostic autonomy and foundation models can transform large volumes of operational and jobsite data into insights that complement Caterpillar's manufacturing modernization and jobsite-of-the-future initiatives.

Context: Caterpillar's autonomy push

The FieldAI deal is not Caterpillar's first move into autonomy, but it is the most explicit commitment to physical AI on the construction side of its business. At CES 2026, Caterpillar took the main stage alongside NVIDIA and unveiled a vision in which Cat equipment is part of a connected network of intelligent machines that can observe, analyze and increasingly understand the world around them. The FieldAI partnership is the first named collaboration to operationalize that vision on live jobsites.

Labor shortages and productivity pressure are forcing heavy industry to rethink how jobsites and factories are managed, and Caterpillar is now moving deeper into physical AI to develop autonomy and robotics systems designed for the complex, constantly changing environments where construction, mining and manufacturing work actually happens.

No timeline for commercial deployment has been disclosed. The near-term test will be whether the autonomous inspection and digital-twin applications move from pilot to fleet-scale rollout - and whether rental companies, who are typically the first buyers of new Cat iron, are brought into the program as early adopters.