US 12,012,239 B2
Method of manufacturing a cartridge for a fluid mixture dispensing system
Nicholas D. Posner, Redwood City, CA (US); and Yashodhan Deshpande, Sunnyvale, CA (US)
Assigned to Palm Mass Customization, LLC, Somerville, MA (US)
Filed by Palm Mass Customization, LLC, Somerville, MA (US)
Filed on Mar. 1, 2022, as Appl. No. 17/683,736.
Prior Publication US 2023/0278737 A1, Sep. 7, 2023
Int. Cl. B65B 29/06 (2006.01); B65B 1/04 (2006.01); B65B 57/00 (2006.01); B67D 1/00 (2006.01); G06N 3/08 (2023.01)
CPC B65B 29/06 (2013.01) [B65B 1/04 (2013.01); B65B 57/00 (2013.01); B67D 1/0078 (2013.01); G06N 3/08 (2013.01)] 14 Claims
OG exemplary drawing
 
14. A method for manufacturing a customized cartridge, comprising:
collecting a set of population consumption data using a network of fluid mixture dispensing devices;
collecting a set of user-specific data;
generating, using the set of population consumption data and the set of user-specific data, a user-specific predicted consumption pattern;
configuring a loadout of ingredients for the customized cartridge to match the user-specific predicted consumption pattern;
filling the customized cartridge with the loadout to generate a filled cartridge;
generating a prediction for when a currently installed cartridge will be depleted; and
packaging the filled cartridge based on the prediction.