Patent №
US 11,574,366
Granted
2023-02-07
Filed 2019
Owner
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Lab
—
AI components
7
ml · nlp · vision · speech · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16593355
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.
AI classification
Ownership
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
assignment · 622520495
Assignors
CLYMER, CARLEE A., FOREMAN, GARY, DUEHR, RONALD R., SMITH, DENSON, HUMMEL, VINCENT M., WALDER, BRADLEY J, HIRST, CHAD MYCHAL, DEVORE, JUSTIN, TOMLINSON, SHANE, PLUIMER, DAVID A, WESTHUES, JOHN, KNORR, TRACEY LEIGH, +8 more
On an employer assignment, the assignors are typically the inventors.