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:
Aug. 11, 2026

Filed:

Jan. 03, 2024
Applicant:

Toshiba Global Commerce Solutions, Inc., Durham, NC (US);

Inventors:

Akshay Kumar Pandit, Morrisville, NC (US);

Manda Miller, Raleigh, NC (US);

Kristen M. Chung, Cornelius, NC (US);

Albert D. Bennah, Cary, NC (US);

Ashley Wehr, Minneapolis, MN (US);

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/0202 (2023.01); G07G 1/14 (2006.01); G16Y 10/45 (2020.01); G16Y 40/20 (2020.01);
U.S. Cl.
CPC ...
G06Q 30/0202 (2013.01); G07G 1/14 (2013.01); G16Y 10/45 (2020.01); G16Y 40/20 (2020.01);
Abstract

Techniques for intelligent system optimization are provided. Capacity data of one or more exit devices at a physical location is received. Demand data that indicates a current demand for exit service at the physical location is received from one or more monitoring devices. A decision is generated based on the capacity data and the demand data using a machine learning (ML) model. Commands corresponding to the decision are transmitted to the one or more exit devices for implementation.


Find Patent Forward Citations

Pandit, Akshay. (2026). Contextually aware devices and machine learning-driven optimization systems (U.S. Patent No. 12705633). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12705633

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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