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:
Mar. 03, 2026

Filed:

Jul. 19, 2023
Applicant:

Truist Bank, Charlotte, NC (US);

Inventor:

Sunitha Sounderrajan, Charlotte, NC (US);

Assignee:

Truist Bank, Charlotte, NC (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 11/22 (2006.01);
U.S. Cl.
CPC ...
G06F 11/2257 (2013.01); G06N 20/00 (2019.01);
Abstract

A system can receive training data that includes relationships between characteristics of failed requests and computing services at which the failed requests failed. The system can then train a machine-learning model using the training data to learn relationships between the characteristics of the failed requests and the computing services at which the failed requests failed. Thereafter, the system can receive a request and provide a characteristic of the pending request as input to the trained machine-learning model, which can generate a failure prediction based on the characteristic of the pending request. In response to the failure prediction indicating that the pending request is likely to fail, the system can determine an intervention for the pending request based on the computing service at which the pending request is predicted to fail and execute the intervention.


Find Patent Forward Citations

Sounderrajan, Sunitha. (2026). Avoiding failed transactions with artificial-intelligence based monitoring (U.S. Patent No. 12566684). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12566684

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

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