Hyperspectral Imaging is transitioning from research activities, into industrial process monitoring. This talk will describe recent developments in Hyperspectral Imaging for real-time analysis and decision making in food factory applications. We will describe the techniques of hyperspectral imaging, and how they can be deployed in several different food production environments, with examples from systems deployed in Europe and the USA.