S-01.1
Automated defect detection
Models trained on your defect taxonomy (scratches, voids, contamination, misalignment) with explicit handling for rare and unseen defect classes.
Intelligent Visual Inspection
We engineer inspection systems that look at every part, on every shift, and make consistent pass/fail decisions in the time budget of your line. From optics and lighting to models and reject logic, we design the full loop.
Capabilities
S-01.2
Surface inspection
Line-scan and area-scan pipelines for metals, glass, films, textiles and coated surfaces, including high-resolution tiling strategies.
S-01.3
Quality assurance
Traceable decisions with stored evidence images, audit logs and dashboards your quality team can review and challenge.
S-01.4
Product classification
Variant recognition, sorting and grading so mixed-product lines can run without manual changeovers.
S-01.5
Anomaly detection
Unsupervised and few-shot methods that learn what ‘good’ looks like when labelled defect data is scarce.
What you can expect
Engineering commitments
- Consistent, documented inspection criteria across shifts and sites
- Evidence capture for every rejected part
- Designed around your cycle time, not a demo frame rate
Typical deliverables
- 01Feasibility study on your parts
- 02Optics & lighting specification
- 03Trained models & validation report
- 04Line-integrated inspection application
- 05Operator & QA interfaces
Engineering consultation
Have a process that needs to see, decide and act?
Tell us about the parts, signals or images you work with. An engineer, not a salesperson, will reply with an initial assessment of feasibility and next steps.