METHOD AND SYSTEM FOR EARLY IDENTIFICATION AND SETTLEMENT OF TOTAL LOSS CLAIMS

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

Planning1.00
Machine learning1.00
AI hardware1.00
Natural language1.00
Speech0.97
Knowledge representation0.95
Vision0.68
Evolutionary computation0.00

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.

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