Introducing Argus
Modular Unmanned Ground Vehicle for Logistics Resupply, Casualty Evacuation, and More
Argus is our modular unmanned ground vehicle (UGV). Built on the trusted Polaris Sportsman ATV platform, Argus integrates our advanced sensors, drive-by-wire capabilities, and mission autonomy to execute a wide range of critical missions – from logistics resupply and casualty evacuation to terrain mapping. Earlier this year, Argus was selected as a finalist in the Army xTech Edge Strike: Ground competition in Grafenwöhr, Germany.
Autonomous ground systems are rapidly becoming as critical to modern warfare as drones. President Zelensky recently set a benchmark to build 50,000 UGVs in 2026. The fact that Ukraine is committing its highly constrained resources to this effort underscores the undeniable utility of ground autonomy—specifically for high-risk operations like frontline logistics and casualty evacuations.
Despite this clear operational need, the American UGV market is stuck exactly where the drone market was before the Replicator and Drone Dominance programs forced down costs. Domestic platforms remain prohibitively expensive, ranging from the low to high hundreds of thousands of dollars. In stark contrast, Ukrainian military units and startups are rapidly building and deploying combat-tested UGVs for between $20,000 and $30,000.
Our contribution towards solving this cost gap lies in our dual-use commercialization strategy. As we scale Argus to gather data for emerging commercial applications—such as spaceport site selection, wildland fire response, and terrain mapping—our architecture is designed to continuously train Terra, our machine-readable world.
For example, fine-scale ground fuels like shrubs, grasses, woody debris, and under-canopy vegetation strongly influence how wildfires spread, yet this vegetation is notoriously difficult to capture using conventional remote sensing. By deploying Argus to collect this critical edge data, and utilizing our Blue spatial reasoning platform to analyze and map it, we provide wildland fire professionals with the high-resolution terrain mapping necessary to improve firefighter safety, operational planning, and advanced fire behavior modeling.
By scaling this architecture in the commercial sector, we are building the foundation to drive down the cost of autonomy for the battlefield. Argus is now commercially available for our partners in the United States and Germany.




