Christian J Brown

US Patent:

20220245573, Aug 4, 2022

Filed:

Feb 4, 2022

Appl. No.:

17/665428

Inventors:

- Redwood City CA, US
Christian S. Brown - San Francisco CA, US
Timothy P. Holtan - Naperville IL, US

International Classification:

G06Q 10/08
G06Q 10/06
G06N 20/00

Abstract:

A method includes obtaining information defining multiple customer orders for one or more products over time. The method also includes using machine learning to identify one or more of the customer orders that are likely to change based on classification of the customer orders. The method further includes using machine learning to estimate one or more lengths of time that the one or more customer orders are likely to change based on regression of the customer orders. In addition, the method includes generating a consumption plan for a facility based on the one or more estimated lengths of time that the one or more customer orders are likely to change.