We'll focus on some of the knowledge gained from producing industrial strength imaging systems. At General Electric, any imaging analytics and AI are required to perform at a very high level. False positive and negative rate need to be sustained at very low level in live production environments. We'll look at some of the very challenging use cases, including how we conduct inspection on-wing (i.e., without removing an engine from an aircraft) using a borescope, as well as in repair shops where high performing imaging AI is needed to meet very strict requirements when repairing aircraft engine parts. We will also take a look at drone based aerial inspection use cases that puts a very high demand on accuracy of anomaly detections.