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.
Patent No.:
Date of Patent:
Feb. 11, 2025
Filed:
Apr. 22, 2022
Capital One Services, Llc, McLean, VA (US);
Samuel Rapowitz, Roswell, GA (US);
Joshua Peters, Charlottesville, VA (US);
Haytham Yaghi, Oakton, VA (US);
Evelyn Burke, Reston, VA (US);
Caroline Williams, New York, NY (US);
Shabnam Kousha, Washington, DC (US);
Maxwell Gotsch, Washington, DC (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
Disclosed herein are system, method, and computer program product embodiments for training and deploying a machine learning model to generate an assessment of risks and mitigations in response to a novel initiative request. After generating labeled data from a corpus of prior risk assessments, a machine learning model may be trained to programmatically generate a risk assessment in response to a novel initiative request. A risk auditor may subsequently review the risk assessment generated using the machine learning model to provide various feedback reflecting the accuracy of the risks and mitigations. The machine learning model may then be retrained based on the feedback provided by the risk auditor to provide more accurate risks and mitigations in response to future initiatives.