Abstract: Systems, methods, and machine readable media are provided for image-based replenishment. In exemplary embodiments, a system periodically obtains an image from one or more imaging devices in a facility of a selected rack of items among a group of racks. The system determines, based on the image, a first volume indicative of a volume of items on the rack. The system retrieves a sales forecast for the items on the selected rack and determines an expected second volume of items on the rack based on the sales forecast for the item. The system then determines whether the first volume is within a predetermined threshold of the second volume, and transmits instructions based on whether or not the first volume is determined to be within the predetermined threshold of the second volume.

Abstract: Systems, methods, and machine readable media are provided for image-based replenishment. In exemplary embodiments, a system periodically obtains an image from one or more imaging devices in a facility of a selected rack of items among a group of racks. The system determines, based on the image, a first volume indicative of a volume of items on the rack. The system retrieves a sales forecast for the items on the selected rack and determines an expected second volume of items on the rack based on the sales forecast for the item. The system then determines whether the first volume is within a predetermined threshold of the second volume, and transmits instructions based on whether or not the first volume is determined to be within the predetermined threshold of the second volume.

Abstract: A system and method are disclosed for motorized modular shelf organization. The system and method includes a gondola rack with a plurality of longitudinal shelves which engage with an upright support on the gondola rack, and are capable of moving vertically via a motorized element. The gondola rack also includes at least two support arms which are capable of grasping the plurality of longitudinal shelves and moving the plurality of longitudinal shelves laterally and vertically so that the longitudinal shelves may swap positions with another shelf.