Inventory systems may include one or more sensors capable of detecting spatial positioning of inventory holders and associated inventory items. Data can be received from a sensor, a boundary corresponding to a face of the inventory holder can be determined from the data, and items projecting across the boundary can be determined as items protruding from the inventory holder.