Hardware AI & Edge AI
AI that runs on the device itself: smart cameras, sensors and AI-ready electronics.
- AI-ready electronics
- Smart cameras
- Smart sensors
- Model optimisation
What you get
Hardware AI runs the model inside the product instead of in the cloud. We design the electronics around it, choose the right processor, make the model small and fast enough to fit, and write the firmware that ties it together, so your device makes decisions on its own, quickly and offline.
- AI-ready electronicsBoards designed around processors and accelerators that can run AI models.
- Smart camerasCameras that detect people, vehicles, objects or defects on the device.
- Smart sensorsSensors that recognise patterns in vibration, sound or motion.
- Model optimisationModels made smaller and faster so they fit the chip and the power budget.
- Firmware and updatesFirmware that runs the model, with secure over-the-air updates.
- Cloud when neededResults and alerts sent to your dashboard, without streaming raw data.
Why run AI on the device
Sending everything to the cloud is slow, costly and not always possible.
Instant response
Decisions happen on the device, with no wait for a server.
Works offline
The device keeps working when the network is slow or down.
More privacy
Images and audio can stay on the device; only the results are sent.
Lower running costs
Less data to upload and fewer cloud servers to pay for.
Low power
Tuned models and hardware let battery devices run longer.
A smarter product
On-device AI adds features that set your product apart.
How we build AI into your hardware
Choose the use case and chip
We agree what the device must recognise, then pick hardware that can run it within your cost and power.
Prototype on the device
The model runs on real hardware early, so speed and accuracy are measured, not guessed.
Design the product
Electronics, firmware and enclosure are finished for manufacture.
Launch and update
Devices ship with secure updates, so the AI keeps improving after launch.
Tools we use
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PyTorch
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Python
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Altium
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KiCad
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Docker
Explore the rest
Physical AI
AI that senses, decides and acts in the real world: robots, drones, vehicles and smart devices.
Robot Development
Custom robots designed and built: electronics, motion control, vision and software.
Drone Development
Drones with on-board AI for inspection, mapping, agriculture and monitoring.