Define what the system should recognise

We develop visual inspection, defect detection, object counting and video event analysis. Together, we define what matters and what should happen after detection. Results can appear in an inspection interface, a report or an employee review queue.

Test with representative material

We assess image resolution, lighting, camera angles, occlusion and the availability of labelled examples. Test material includes normal scenes and relevant exceptions. Evaluation separates missed detections from false alerts and checks processing time under the expected workload. This helps establish where manual review is needed.

Connect to the working environment

Processing can run in an approved cloud, private cloud or on your own infrastructure. We work with the available image sources and agree on storage, access and retention. Monitoring helps identify changes in capture conditions that may require new examples or model updates.

What you receive

An image or video processing workflow for the agreed task
Evaluation results across representative capture conditions
Integration settings and operating requirements