Applying Telematics to Generate Dynamic Insurance Premiums
A system and method that utilizes telemetric data for the dynamic pricing of insurance premiums for arbitrary and optionally multiple perils which receives telemetric data from sensors and other sources of data, analyzes the data for changes in risk associated with a parameter of an insurance policy, and dynamically adjusts policy premiums to account for individual policy risks as well as accounting for risks within the insurer's complete portfolio.
1 . A system for utilizing telemetric data for the dynamic pricing of insurance premiums, comprising:
a data manager comprising a first plurality of programming instructions stored in a memory of, and operating on a processor of, a computing device, wherein the first plurality of programming instructions, when operating on the processor, cause the computing device to:
receive telemetric data from a sensor;
identify an insurance policy to which the telemetric data is related;
forward the telemetric data and the identification of the insurance policy to a machine learning and simulation manager; and
a machine learning and simulation manager comprising a second plurality of programming instructions stored in the memory of, and operating on the processor of, the computing device, wherein the second plurality of programming instructions, when operating on the processor, cause the computing device to:
receive the telemetric data and insurance policy identification from the data manager;
retrieve a parameter of the identified insurance policy;
analyze the telemetric data for changes in insurance risk associated with the identified insurance policy;
determine an impact of the changes in insurance risk on the insurance policy based on the parameter; and
calculate a premium for the insurance policy based on the determined impact.
2 . The system of claim 1 , wherein the insurance policy is a fire insurance policy, and the telemetric data are from fire alarms or smoke alarms.
3 . The system of claim 1 , wherein the insurance policy is a theft policy, and the telemetric data are from sensors which indicate whether or not a door or other portal is open.
4 . The system of claim 1 , wherein the insurance policy is a fire insurance policy, and the telemetric data are from fire alarms or smoke alarms.
5 . The system of claim 1 , wherein the insurance policy is a flood, earthquake, hurricane, or tornado policy, and the telemetric data are from publicly-available sources of weather data.
6 . A method for utilizing telemetric data for the dynamic pricing of insurance premiums, comprising the steps of:
receiving telemetric data from a sensor;
identifying an insurance policy to which the telemetric data is related;
retrieving a parameter of the identified insurance policy;
analyzing the telemetric data for changes in insurance risk associated with the identified insurance policy;
determining an impact of the changes in insurance risk on the insurance policy based on the parameter;
calculating a premium for the insurance policy based on the determined impact.
7 . The system of claim 1 , wherein the insurance policy is a fire insurance policy, and the telemetric data are from fire alarms or smoke alarms.
8 . The system of claim 1 , wherein the insurance policy is a theft policy, and the telemetric data are from sensors which indicate whether or not a door or other portal is open.
9 . The system of claim 1 , wherein the insurance policy is a fire insurance policy, and the telemetric data are from fire alarms or smoke alarms.
10 . The system of claim 1 , wherein the insurance policy is a flood, earthquake, hurricane, or tornado policy, and the telemetric data are from publicly-available sources of weather data.