Patent ID: 11961339
Assignee: ALLSTATE INSURANCE COMPANY
Field: Control (Instruments)
Classification: CPC G  B | IPC B  G

Claim 7:
8. The system of claim 1, wherein the memory stores additional computer-readable instructions that, when executed by the at least one processor, cause the collision analysis computing platform to:
in response to not generating the collision output indicating that the collision did not occur:
compare one or more thresholds determined using the telematics data with the predetermined collision threshold, wherein the predetermined collision threshold is derived, using Machine Learning, from a dataset formed by merging historical telematics data and historical claims data;
in response to determining that the one or more thresholds are greater than the predetermined collision threshold, modify the collision output to indicate that the collision occurred; and
in response to determining that the one or more thresholds are lower than the predetermined collision threshold, affirm the collision output indicating that the collision did not occur.