Shelf-mounted robots are automated machines positioned on storage shelves that assist in picking, sorting, and managing items in confined spaces using sensors and intelligent software. They increase efficiency by optimizing space usage, improving accuracy, and accelerating the handling of goods with minimal human involvement. The main product types of shelf-mounted robots include articulated robots, selective compliance articulated robot arm (SCARA) robots, cartesian robots, and other variants.