AMR
Embedded compute, vision and fleet engineering for autonomous mobile robots.
Devices online in our own fleet
Defect rate in volume production
OTA releases shipped to our own fleet
Countries our devices ship to
Engineering challenges
We work on the compute platform, camera and sensor drivers, edge AI optimisation, OTA and fleet observability.
Real-time control alongside heavy perception workloads
Navigation and safety must stay real-time while AI models use most of the compute.
Camera and sensor pipelines
Drivers, synchronisation and bandwidth decide whether perception works in practice.
Safe updates across robot fleets
A bad release can stop every robot at a customer site at once.
Field diagnostics in customer sites
Issues have to be reproduced and solved without engineers flying in.
Services for this industry
An independent review of your device, edge and cloud architecture by engineers who have shipped and operated a connected product at fleet scale.
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.
Board support packages that boot reliably, support all your peripherals and can be upgraded for the life of the product.
Logs, metrics and crash reports from every device, so you find problems before customers do.
Over-the-air updates that never brick a device: A/B partitions, signed images, rollback and staged rollouts.
Related accelerators
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.
Planning something similar?
Tell us where you are. A senior engineer replies within one business day.
Talk to an engineer, not a salesperson
Idea, prototype, production or a fleet in the field: tell us where you are. A senior engineer replies within one business day.
Your benefits:
- Senior embedded engineers
- Hardware, firmware and cloud
- From prototype to fleet
- Clear scope and next steps
- Direct technical answers
- No sales pitch
What happens next?
A free 30-minute call with a senior engineer
A short technical discovery
A proposal with scope, timeline and cost
