Machine vision
Camera and lighting architecture for part, dimension, surface and assembly checks.
KLUGENGINEERING GROUPWe turn production data into measurable decision systems that work on the shop floor.
KLUG AI adapts vision, analytics and artificial intelligence to real production conditions. Our goal is not a model in isolation, but a working system that gathers the right data, makes decisions and improves the process.

“Artificial intelligence creates value when it is connected to production.”
Machine vision, intelligent quality control, production data and industry-specific AI solutions. Every solution is developed by considering site conditions, performance targets and total cost of ownership together.
Camera and lighting architecture for part, dimension, surface and assembly checks.
Defect classification, anomaly detection and automated rejection.
Insights into losses, downtime and efficiency from machine and line data.
Explainable alerts and recommendations for operators and management.
Robots that locate, assess quality and adapt to variability using vision.
Application development for new robot platforms sharing human workspaces.
A lean project model that makes technical decisions visible, delivery measurable and the system ready to evolve.
We define the problem, data quality and success metric together.
Camera, hardware and software are tested under real cycle conditions.
Model performance and production impact remain visible through metrics.
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