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:
Dec. 12, 2023

Filed:

Apr. 16, 2021
Applicant:

Fidelity Information Services, Llc, Jacksonville, FL (US);

Inventors:

Benjamin Wellmann, Boca Raton, FL (US);

Zachary Jasinski, Milwaukee, WI (US);

Matthew Petersen, Apex, NC (US);

Eric Bond, Whitefish Bay, WI (US);

Daniel Wakeman, Jacksonville, FL (US);

David Berglund, Ponte Vedra, FL (US);

Assignee:

Fidelity Information Services, LLC, Jacksonville, FL (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 40/00 (2023.01); G06Q 40/03 (2023.01); G06F 9/54 (2006.01); G06F 40/20 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 40/03 (2023.01); G06F 9/547 (2013.01); G06F 40/20 (2020.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for activity risk management are disclosed. A system for activity risk management may include a memory storing instructions and at least one processor configured to execute instructions to perform operations including: accessing document data associated with at least one of a transaction or an individual; normalizing the document data; classifying the normalized document data; extracting model input data from the classified document data; applying a machine learning model to the extracted model input data to score the document data, the machine learning model having been trained to generate a favorability output indicating a favorability of the transaction or individual; and generating analysis data based on the scored document data.


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