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:
Apr. 01, 2025

Filed:

Jun. 10, 2024
Applicant:

Chime Financial, Inc., San Francisco, CA (US);

Inventors:

Jigar Mehta, Milpitas, CA (US);

Abbey Chaver, Berkley, CA (US);

Abhi Sharma, San Francisco, CA (US);

Sashidhar Guntury, Los Angeles, CA (US);

Assignee:

Chime Financial, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 51/02 (2022.01); G06F 16/355 (2025.01); H04L 51/046 (2022.01);
U.S. Cl.
CPC ...
H04L 51/02 (2013.01); G06F 16/355 (2019.01); H04L 51/046 (2013.01);
Abstract

The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing a machine learning model to determine predicted client intent classifications and generate personalized digital text reply options within an automated interactive digital text thread. For example, disclosed systems utilize the machine learning model to generate predicted client intent classifications and corresponding intent classification probabilities. The disclosed systems utilize the predicted client disposition classifications and the disposition classification probabilities to generate personalized digital text reply options. Moreover, the disclosed systems can provide personalized digital text reply options to a client device within an automated interactive digital text thread, bypassing the inefficiency of menu options or protocols utilized to guide clients to terminal information.


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