Agriculture and heavy equipment

Every technology decision on the farm is measured against margin per acre.

Autonomy, inspection and machine perception for agricultural and heavy equipment, priced per machine and built to survive a season in the field.

What it costs you

Why good demos fail to reach the equipment.

Perception hardware that costs more than the implement it rides on does not survive a budget review, however good the demo looked.

Where Nyx helpsLow-power adaptive modules sized to the task, so the compute cost fits the machine.

Rural coverage is thin and fields are large. A machine that needs a network link to decide stops deciding.

Where Nyx helpsEvery decision made on the machine, with data synced when a connection is available.

A weld or assembly defect found at the dealer or in the field costs far more than one caught in the plant, and it costs the brand as well.

Where Nyx helpsIn-line inspection in the plant, built from the same stack that runs on the machine.

Runs on: Industrial-grade AMD Kria modules.

Season data returns to training when the machine is back in range of a network.

Pending

Inspection work with a North American equipment manufacturer. Published once the first engagement completes and the customer agrees.

Customer name withheld

A two-week evaluation on one machine or one station you choose, with the baseline agreed before we start.