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:
Nov. 12, 2024

Filed:

Feb. 14, 2022
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Mohamed Seck, McLean, VA (US);

Louis Buell, McLean, VA (US);

Bret Sebastian, McLean, VA (US);

Assignee:

CAPITAL ONE SERVICES, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/20 (2023.01); G06N 3/044 (2023.01);
U.S. Cl.
CPC ...
G06Q 10/20 (2013.01); G06N 3/044 (2023.01);
Abstract

An automated system is provided for facilitating improvements to an incident resolution system. The system includes a scenario construction processor configured for establishing a system incident scenario and a machine learning model constructed using incident response information for each of a plurality of incidents. A simulation processor is configured to use the machine learning model to run simulations of the system incident scenario. Each simulation includes at least one variation of a selected critical action characteristic critical actions included in the scenario and each simulation produces a simulated incident resolution parameter. An improvement evaluation processor determines from the simulations, one or more of the at least one variation that results in a simulated incident resolution parameter meeting predetermined improvement criteria.


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