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:
Jul. 29, 2025

Filed:

Apr. 22, 2025
Applicant:

Citibank, N.a., New York, NY (US);

Inventors:

Ganesh Prasad Bhat, West Orange, NJ (US);

Joshua Goldman, Merrick, NY (US);

Ramee S. Karthikeyan, Monmouth Junction, NJ (US);

Wei Jie Ng, Jersey City, NJ (US);

Subramanian Sankaran, Flushing, NY (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2455 (2019.01); G06F 9/451 (2018.01); G06F 16/22 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24568 (2019.01); G06F 9/451 (2018.02); G06F 16/2237 (2019.01);
Abstract

Systems and methods disclosed herein generate validated responses using artificial intelligence (AI)-based models. The system obtains/receives an output generation request (e.g., from a graphical user interface (GUI)) that can include a document set and a query set. The system classifies the query set by partitioning it into multiple query subsets and assigning a complexity score. Based on the classification, the system generates a computational workflow set using a first AI model set to retrieve a resource set responsive to the query set. The system executes the workflow using a second AI model set (the same as or different from the first AI model set) and validates the retrieved resources against predefined criteria (e.g., rules, guidelines). If the resources satisfy the criteria, the system generates a response using a third AI model set. The system can display a graphical layout on the GUI showing the request, retrieved resources, and/or generated response.


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