Industry

Parking Systems

Engineering for parking sensors, barriers, cameras and payment terminals connected to a central platform.

~75,000

Devices online in our own fleet

<1
%

Defect rate in volume production

250

OTA releases shipped to our own fleet

20
+

Countries our devices ship to

The challenge

Engineering challenges

We build device software, edge vision, connectivity and the fleet backend, and keep cost per device down.

Outdoor devices with limited connectivity

Sensors and terminals must keep working through weather, weak signal and network drop-outs.

Number plate and occupancy recognition at the edge

Recognition has to run on the device, fast and accurately, without streaming video to the cloud.

Remote maintenance across many sites

Truck rolls are expensive, so diagnosis and fixes need to happen remotely.

Low cost per device

Large deployments only pay off when each unit stays cheap to build and run.

Services

Services for this industry

Industrial Machine Vision Camera Inspecting Metal Parts on C

Vision and AI that run on the device: camera pipelines, on-device inference and models you can update across the fleet. Start from our Industrial Vision Box platform instead of building the stack from zero.

Modern Data Technology Center Server Racks in Dark Space

The backend your devices depend on: identity, messaging, data pipelines and APIs that scale with the fleet.

Multiethnic Female IT Technical Support Specialist Talking w

Logs, metrics and crash reports from every device, so you find problems before customers do.

An engineer is engaged in the development and layout of elec

Production-grade embedded Linux for connected devices: from board bring-up to a maintained, updatable OS image.

Accelerators

Related accelerators

Automated industrial camera inspection system for precision

Service Category

A proven edge AI vision foundation for NXP i.MX 8M Plus, i.MX 93 and other SoCs, adapted to your product. Camera, inference, connectivity and OTA are ready, so your team builds the application, not the platform.

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Contact us

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Idea, prototype, production or a fleet in the field: tell us where you are. A senior engineer replies within one business day.

Your benefits:
What happens next?
1

A free 30-minute call with a senior engineer

2

A short technical discovery

3

A proposal with scope, timeline and cost

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