// capabilities
The full stack, from the sensor to the record
We don’t hand you a box and a manual. We assess the line, design the system, prove it on your parts, build it, commission it on-site and support it. Here is what that covers.
Machine vision
Cameras that inspect, measure and read faster and more consistently than a person on a shift.
- Surface- and defect inspection on the line
- Dimensional measurement and 2D/3D metrology
- Sorting, counting and presence/absence checks
- OCR, barcode and mark verification
stack
Edge AI & machine learning
Models trained on your parts and your defects, running in real time next to the machine — not in someone else’s cloud.
- Custom detection and classification models
- Data collection, labelling and training pipelines
- Real-time inference on embedded GPUs
- Model optimisation and quantisation
stack
Robotics & ROS 2
Robots and motion tied to perception, so the arm reacts to what the camera actually sees.
- ROS 2 nodes, drivers and integration
- Pick-and-place and vision-guided handling
- SLAM, navigation and path planning
- Simulation and commissioning in Gazebo
stack
Data engineering
Turning what the line produces into records you can trust, query and act on.
- Traceability and production data pipelines
- Time-series capture and storage
- ETL/ELT and integration with MES/ERP
- Dashboards and reporting
stack
Custom electronics
When off-the-shelf hardware doesn’t fit the machine, we design the board that does.
- Custom PCB design and prototyping
- Embedded firmware (STM32, embedded Linux)
- Camera / IO / sensor interface boards
- Component sourcing and small-batch assembly
stack
System integration
One partner accountable for the whole system — from the sensor on the conveyor to the PLC and the dashboard.
- System architecture and specification
- PLC and fieldbus integration
- On-site installation and commissioning
- Training, maintenance and support
stack
// honest by default
What we won’t do
We won’t sell you a vision system for a problem a limit switch solves. We won’t promise accuracy we haven’t measured on your parts. And we won’t claim partnerships or certifications we don’t hold. If a job isn’t a fit, we’ll tell you — and point you somewhere better if we can.