Invention Grant
- Patent Title: Systems and methods for intelligently optimizing a queue of actions in an interface using machine learning
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Application No.: US17200530Application Date: 2021-03-12
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Publication No.: US11367135B2Publication Date: 2022-06-21
- Inventor: Drake R. Sanderson , Sohan Ganapathy , Jesus Gonzalez , Natascha Schambach , Krishna Mohan Bibireddy , Biraja Mahapatra , Thomas Busath , Taylor Geron , Nicole Kellogg , Amanda Rae Dorsey
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Hunton Andrews Kurth LLP
- Main IPC: G06Q40/00
- IPC: G06Q40/00 ; G06Q40/02 ; G06F17/18 ; G06K9/62 ; G06N20/00

Abstract:
Systems and methods for optimizing processing of loan applications are disclosed. A system may include one or more memory devices storing instructions and one or more processors configured to execute the instructions. The instructions may instruct the system to analyze training data to build a predictive model. The instructions may also instruct the system to apply the predictive model to a loan application to determine a first probability of an institution funding the loan application if the institution proactively engages a loan-arranging entity of the loan application and a second probability of the institution funding the loan application if the institution reactively engages the loan-arranging entity. The instructions may further instruct the system to reporting the first and second probabilities to a user through a user interface.
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