The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 03, 2026
Filed:
Mar. 08, 2023
Applicant:
Kinaxis Inc., Ottawa, CA;
Inventors:
Assignee:
Kinaxis Inc., Ottawa, CA;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/087 (2023.01); G06Q 30/0202 (2023.01);
U.S. Cl.
CPC ...
G06Q 10/087 (2013.01); G06Q 30/0202 (2013.01);
Abstract
Systems and methods in which a historical data set is pre-processed once per trained machine-learning model; a value of an unknown sample is forecast while tracking a leaf path of the unknown sample; the leaf path of the unknown sample is limited to a subset of trees in each trained-machine model; a set of related historical samples is determined based on the leaf path of the unknown sample, and a set of quantiles is determined from the leaf path of the unknown sample. Inventory is loaded according to the set of quantiles.