Ice making appliances and methods for making ice using a machine-readable ice cube mold are provided herein. The ice making appliances and methods of making ice may include obtaining ice mold identifier data from the ice mold. Ice mold identifier may be used to acquire operating parameters of the ice making appliance specific to that ice mold from an external communication network. The operating parameters may be used to adjust operation of the appliance, such as the volume of water to dispense for that particular mold.