Invention Grant
- Patent Title: Method and system for early identification and settlement of total loss claims
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Application No.: US16593355Application Date: 2019-10-04
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Publication No.: US11574366B1Publication Date: 2023-02-07
- Inventor: Carlee A. Clymer , Gary Foreman , Ronald R. Duehr , Denson Smith , Vincent M. Hummel , Bradley J. Walder , Chad Mychal Hirst , Justin Devore , Shane Tomlinson , David A. Pluimer , Pavan Bhagavatula , John Westhues , Tracey Leigh Knorr , Erin E. Miller , Joshua T. Monk , Aaron Ames , John G. McConkey , Michael Cicilio Fresquez , Himanshu Chhita , Jason Beckman , Douglas A. Graff , Michele Wittman , Alexis Danielle Cates , Stephen Young , Rajesh Panicker , Yohan Santos , Stephen Wilson , Carrie A. Read , Michael Brown , Robin A. Rose
- Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Applicant Address: US IL Bloomington
- Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee Address: US IL Bloomington
- Agency: Lee & Hayes, P.C.
- Main IPC: G06Q40/08
- IPC: G06Q40/08 ; G07C5/08 ; G06N7/00

Abstract:
A method of identifying a vehicle total loss claim includes retrieving a plurality of historical vehicle records, labeling the records as repaired or total loss, calculating mean cost values, training a regression model, optimizing a probability threshold, analyzing a plurality of inputs to generate a prediction, and transmitting the prediction. A computing system includes a transceiver; a processor; and a memory storing instructions that, when executed by the processor, cause the computing system to receive answers, transmit the answers, receive a prediction, when the prediction is repairable, generate a repair suggestion, and when the prediction is total loss, generate a settlement offer. A non-transitory computer readable medium containing program instructions that when executed, cause a computer to receive answers, transmit the answers, receive a prediction, when the prediction is repairable, generate a repair suggestion, and when prediction is total loss, generate a settlement offer.
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