Field Foundation Models™
Bringing certainty to uncertain environments.
Robot Foundation Models
Bring the promise of general-purpose robots.
Field Robotics
Delivers on that promise through real-world deployment.
Belief World Model
Safe, reliable, and interpretable
Robots that know what they don't know.
A first-of-its-kind Belief World Model builds physics-based reasoning and uncertainty quantification into the architecture. When there's uncertainty about an obstacle or hazard, it adapts by slowing down, rerouting, or gathering more information. The system stops hallucinations before they become actions, and behavior can be explained, audited, and improved.
Edge Intelligence
Data and compute efficient
Orders of magnitude less data and compute.
The physics and uncertainty awareness that makes the architecture safer also make it more efficient. The system learns from far less training data than mainstream approaches and starts delivering value sooner. The complete autonomy stack runs on the robot in real time, with no external compute or cloud connectivity required.
Operational AI
Value-adding missions
From individual skills to complete missions.
Local skills like locomotion and manipulation are only one part of a customer solution. Operational AI chains them into complete tasks and long-horizon missions that stay resilient when unexpected events occur and integrate into customer workflows. Missions are the building blocks that translate autonomy into customer value.
Multi-robot.
Radically different form factors ensure the right tool for every job.
Multi-task.
An expanding mission catalog spans the full spectrum of physical work.
Multi-environment.
No prior maps, pre-planned routes, or environmental modifications required.
Multi-agent.
Fleets of diverse robot types work together toward a common mission.
Physical AI
Dynamics Foundation Models™
Stability and local skills for any robot body.
Dynamics Foundation Models handle balance, locomotion, and manipulation. It is the one layer specific to the form factor, so new robot types are integrated without rebuilding higher level intelligence.
Operational AI
Field Foundation Models™
Risk-aware missions that add value to customer workflows.
Field Foundation Models bring risk awareness, memory, and reasoning into decision-making. Robots complete long-horizon missions that integrate into existing customer workflows.
Multiagent AI
Multiagent Foundation Models™
Fleets of different robots working toward one mission.
Multiagent Foundation Models™ coordinate fleets of heterogeneous robots working together. Given a high-level mission, the system divides the work based on the capabilities of each platform.
DARPA meets DeepMind
FieldAI brings together a unique combination of field robotics and foundation model expertise. Neither worldview alone would have produced the novel architecture of Field Foundation Models.
Field robotics pioneers from DARPA and NASA JPL bring decades of experience deploying autonomy in the harshest environments on Earth and beyond.
Foundation model researchers from institutions like Google DeepMind bring deep expertise in large-scale AI and decision-making under uncertainty.
