Thought leadership and forward-looking articles on AI-powered machine vision, hyperspectral imaging, collaborative robots and market trends.

Hyperspectral and multispectral imaging see beyond what conventional monochrome or colour cameras can detect — revealing composition, contamination and material properties invisible to standard vision systems. Learn the state of the art and where it’s headed.

Collaborative robots are transforming flexible manufacturing — and vision-guided cobots depend on lighting that’s safe, compact, flexible and easy to integrate. Learn the specific lighting requirements for cobot vision cells and how to meet them.

The global machine vision market is forecast to exceed $18 billion by 2030. What’s driving this growth? Explore the key trends: AI adoption, semiconductor shortages driving localisation, e-commerce automation, sustainability and the rise of smart factories.

Deep learning is reshaping industrial inspection — but AI-based machine vision still depends on consistent, well-designed illumination. Discover how neural networks change lighting requirements, why dataset quality starts with the light source, and what AI-ready illumination means in practice.