Bosch Cognitive Services operates in the field of artificial intelligence, specifically in the area of visual object recognition. We focus on things that do not have their own connectivity, such as replacement parts. Identifying the correct replacement can be very time-consuming. There is a lot of potential to improve efficiency here. We tap this potential for our customers. If a machine in industrial manufacturing stalls, the error needs to be corrected immediately, for which a replacement part is often required. Identifying parts can be difficult and therefore time-consuming. Our solution helps to reduce machine downtime, thereby increasing manufacturing efficiency. We make it possible to identify replacement parts and similar objects simply and quickly using a smartphone. The user takes a photo of the part that needs to be recognized and can identify it immediately.