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AI at the edge

Hardware that runs the models where the work is.

Vision models on the unit. Language models on your servers. One AI platform, built by our parent CodeNinja, designs the system, holds the object model, runs the models and keeps the memory, all inside your perimeter. The hardware is designed around what runs on it.

01

Praxis

Designs the system: what each device senses, which model runs where, what the object model holds and who approves every action.

02

Hyper Ontology

The object model the devices and Command share: vehicles, people, sites, events and the relations between them.

03

Hyper Pragma

Runs the models and the workflows on the device and on your servers, air gapped, with the same code in both places.

04

Hyper Engram

The memory. What the fleet learned, what was decided and why, kept inside your perimeter and queryable in words.

Vision models

Driver state, road events, people and vehicles in zones, plates, helmets and vests, running on the unit at full frame rate.

Language models

Hosted with Command on your servers. Ask the fleet a question in words and get an answer from its own data.

Open weights, your hosting

Every model we ship runs from weights you hold, on hardware you own, with no call home.

On the device

Vision models at full frame rate, on the unit.

Driver state, road events, people and vehicles in zones, plates, helmets and vests. The models run on the hardware we design, tuned to the camera and the heat it lives in. Only the event and a short clip leave the unit, and only to where you say.

On your servers

A language model that knows your fleet.

Command hosts a language model next to the fleet's own data. Ask which drivers were drowsy this week, which relay has been running on battery, where the missing band last reported. The answer comes from your perimeter and never leaves it.

Open weights, your hosting

Models you hold, on hardware you own.

Every model we ship runs from weights you hold, on devices and servers you own, signed with keys you keep. Updates arrive on your schedule, by your approval, or not at all.

Designed by us. Owned by you.

01

Design files

Schematics, board layout and mechanical files. Yours to keep.

02

Bill of materials

Every part with its maker and where it comes from.

03

Firmware and keys

Source code and the signing keys, held by you.

04

Your choice of fab

Build the next thousand wherever you trust.