Navigates without GPS
No GPS, no maps, no mapping pass. Machines navigate visually, even in GPS-denied areas.
Horizontal physical AI
The operating system for the off-road world.
Autonomy conquered the highway. Most of the world's machines still drive by hand, because the intelligence for unstructured ground never existed. We spent ten years building it in the field. Now we license it.
The unstructured world
Most of the world's physical work happens off-road.
Farms, plantations, mines, construction sites, solar fields, ports, and forests share one condition: no structure, no reliable GPS, no prior maps, and terrain that changes under your wheels.
The machines are not the problem. The intelligence to run them never existed: it cannot be trained in simulation, and it cannot be trained on roads.
That is changing. World models work, edge compute is cheap, and physical AI needs real-world data. The question is no longer if, but who supplies the intelligence layer.
Video
The proof
A decade in the field, measured.
100+ TB
of multi-sensor, multi-season, action-conditioned field data
160+
robots in the field, generating new data every day
20,000+
autonomous missions completed
10 years
of operating history in unstructured terrain
The stack
One stack for the hard parts of outdoor autonomy.
Models the terrain ahead
WayFAST, our learned world model, predicts traction and slip before the wheels get there.
Perceives fully offline
Every decision runs on the machine, on low-cost edge compute, in real time. No cloud.
Coordinates fleets
One operator, many machines. Proven across 20,000+ autonomous missions.
Hardware-agnostic
Runs on three robot classes. Bring your chassis, sensors, and compute.
Hardened by the field
95°F (35°C), 95 percent humidity, dust, mud, season after season.
Where it goes
Trained on farms. Built to transfer.
Agriculture was the training ground, not the ceiling. The same layer transfers to any industry that works on unstructured ground.
AgricultureEnergyMiningConstructionPorts and logisticsForestryInfrastructureDisaster responseAerospaceDefenseAll industries
The data engine
Ten years of ground truth.
100+ terabytes of action-conditioned field data, growing daily from 160+ robots. Licensed non-exclusively, by field of use.
TerraSentia+
Buy the platform the stack grew up on.
A turnkey autonomous ground robot with the full Terra AI stack on board. Research labs, R&D teams, and autonomy startups build on it instead of building it.
Build on ten years of terrain intelligence.
Tell us what you are building, and we will tell you straight whether we can help.