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:
May. 20, 2025

Filed:

Oct. 16, 2023
Applicant:

Wells Fargo Bank, N.a., San Francisco, CA (US);

Inventors:

Shuvam Sengupta, Kolkata, IN;

Rameshchandra Bhaskar Ketharaju, Hyderabad, IN;

Chaya Lakshmi Paruchuri, Hyderabad, IN;

Assignee:

Wells Fargo Bank, N.A., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/21 (2019.01); G06F 16/215 (2019.01); G06F 16/23 (2019.01); G06F 16/242 (2019.01); G06F 16/2458 (2019.01); G06F 16/25 (2019.01); G06N 3/042 (2023.01); G06N 3/08 (2023.01); G06N 5/025 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/254 (2019.01); G06F 16/213 (2019.01); G06F 16/215 (2019.01); G06F 16/2365 (2019.01); G06F 16/2379 (2019.01); G06F 16/2433 (2019.01); G06F 16/2471 (2019.01); G06N 3/042 (2023.01); G06N 3/08 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems, apparatuses, methods, and computer program products are disclosed for dynamically generating a new data rule. An example method includes receiving a data rule including an operation to be applied to a data entry and determining regarding whether the data rule belongs to a set of previously-reviewed data rules. The example method further includes, when the data rule does not belong to the set of previously-reviewed data rules, providing the data rule to a user for human validation and receiving human validation. The example method further includes, causing an update, by rule generation circuitry, of an element of a machine learning model, where the element corresponds to the data rule where the update changes a weight value based on the validation and generating the new data rule based on the updated machine learning model. The example method further includes replacing the data rule with the new data rule.


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