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.

Date of Patent:
Jun. 17, 2025

Filed:

Mar. 02, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Tiberiu Suto, Franklin, NY (US);

Martin G. Keen, Cary, NC (US);

Jeremy R. Fox, Georgetown, TX (US);

Sarbajit K. Rakshit, Kolkata, IN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 30/17 (2020.01); G06F 30/27 (2020.01); G06F 111/18 (2020.01);
U.S. Cl.
CPC ...
G06F 30/17 (2020.01); G06F 30/27 (2020.01); G06F 2111/18 (2020.01);
Abstract

A process is provided for usage-pattern-based generation of a digital model of a product. The process includes obtaining a usage pattern of a user of a product, where the usage pattern includes a set of usage pattern parameters. In addition, the process includes using a machine learning model of an artificial intelligence system to generate a 3-D virtual image of the product aligned with the usage pattern, and analyzing, by the artificial intelligence system, the 3-D virtual image of the product to facilitate identifying a requirement specification for the product based on the usage pattern. Further, the process includes generating a digital model of a new product for the user based on the identified requirement specification.


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