AI Vision Inspection & Machine Learning for Manufacturing
Camera-based inspection, predictive maintenance and forecasting models trained on your own plant data and deployed at the edge.
Practical AI for inspection, prediction and optimisation.
We build AI that pays for itself on the shop floor: cameras that catch defects a tired eye misses, models that flag a bearing before it fails, and forecasts that keep the right stock on the shelf.
Everything runs where you need it — on an edge PC beside the machine with a PLC handshake, or on your server — with dashboards that show accuracy, so you can trust it.
What you get
- Defect detection, presence/absence, orientation and dimension checks
- OCR and barcode reading for lot, batch and serial traceability
- PPE and safety-zone compliance monitoring
- Predictive maintenance from vibration, current and temperature
- Demand forecasting and process-parameter optimisation
- Edge deployment with PLC/reject-actuator integration
AI Vision & Machine Learning services we deliver
AI Vision Systems
Camera-based defect detection, part presence/absence, OCR for lot and batch codes, dimension checks and PPE compliance — integrated with your line's PLC for auto-reject.
Machine Learning Solutions
Predictive maintenance, demand forecasting, anomaly detection and process-parameter optimisation using the data you already collect.
Edge AI Deployment & Integration
Model deployment on Jetson or industrial PCs, camera & lighting selection, PLC handshake and operator HMI for review and override.
Platforms & tools we work with
We choose tools your team can maintain — open standards first, vendor lock-in last. If you already have a preferred platform, we build on it.
Site study
We walk your floor, map data sources and agree the scope and success metrics.
Design
Wireframes, architecture and a clear proposal — no surprises.
Build & commission
Iterative builds, on-site commissioning around your shifts, operator training.
Support
AMC, remote monitoring and enhancements as your plant grows.
Ready to talk AI & ML? Let's scope your project together.
Tell us about your plant, your pain points and your timeline. We'll come back with a clear approach and a detailed proposal.