Autonomy for terrain that fights back.
A full autonomy stack for unstructured terrain: perception, localization, terrain intelligence, and coordination, all running on the machine. Not adapted from road autonomy. Built off-road from the first line.
GPS-free navigation
Machines localize and navigate visually, the way an operator does. No survey, no base station, no prior map.
- Visual navigation under canopy and between rows
- No mapping pass before work starts
- Signal is a bonus, never a dependency
WayFAST, the terrain world model
A learned world model of terrain: it predicts slip and traction loss before the wheels arrive.
- Trained on action-conditioned data from real machines
- Predicts slip, sink, and traction ahead of the wheels
- Improves with every field hour, across the fleet
Edge perception, fully offline
Every decision happens on the machine, in real time. No cloud in the loop, because the field does not have one.
- Real-time perception on low-cost edge compute
- Zero connectivity assumptions in operation
- Built for heat distortion, dust, and low light
Swarm coordination
Field work is fleet work: allocation, deconfliction, and progress across many machines, one operator supervising.
- Multi-machine task allocation and deconfliction
- Proven across 20,000+ autonomous missions
- One operator, many machines
Your machine. Our intelligence.
The stack runs in production across three robot classes. Chassis, sensors, and compute vary; the intelligence layer stays the same.
Our engineers work alongside yours through integration, commissioning, and pilot. You keep the hardware and the product.
Proven where it is hardest.
95°F (35°C), 95 percent humidity
Designed and operated in tropical plantation conditions, season after season.
Under canopy, off the map
A decade of operations with no GPS, no structure, and no prior maps.
Manufactured for the field
Manufacturing partners in Hyderabad and Kuala Lumpur build for the environments the machines work in.
See it on your platform.
Licensing starts with your machine and your terrain. We will tell you honestly whether the stack fits.