Strategic and tactical intelligence in dynamic segmentation

US12008592B1 · kind B1 · utility

Assignee

• Blue Yonder Group, Inc. · US

Inventors

• Ganesh Muthusamy · Hyderabad, IN
• Phani Bulusu · Kanchinakote, IN
• Rashid Puthiyapurayil · Kanchinakote, IN
• Abhishek Singh · Redmond, US

Key dates

• Filing date: May 6, 2022
• Grant date: Jun 11, 2024
• Expiry date: Sep 12, 2042

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q30/0201
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

A system and method for performing tactical segmentation including a supply chain network having a tactical segmentation planner, an inventory system, a transportation network, supply chain entities and a computer. The computer performs multi-dimension segmentation on input data by computing feature importance to generate multi-dimensional segments, assigns policy parameters to the supply chain network based on the generated multi-dimensional segments, trains a machine learning model by applying a cyclic boosting process to the standardized features data, where the cyclic boosting process iteratively learns relationships associated with the generated multi-dimensional segments, stores the machine learning model in a database, performs multi-dimension segmentation based on the stored machine learning model, determines whether data drift has occurred in the input data and in response to determining that data drift has occurred, repeats the perform, assign, trains steps, and stores an updated machine learning model in the database.