System and Method for Employing a Predictive Model

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United States of America Patent

APP PUB NO 20230034892A1
SERIAL NO

17962675

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Abstract

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A predictive insurance underwriting system. An electronic life insurance policy application processing apparatus accepts data describing a consumer. An underwriting desktop processing apparatus receives the data. An underwriting rules processing apparatus determines, based on the data describing the consumer, whether the consumer is eligible for expedited underwriting of a life insurance policy covering the consumer. If it is determined that the consumer is eligible for expedited underwriting, a tele-interview processing apparatus collects first additional data relating to the consumer during a telephonic interview and, in response to a request from a processing unit, one or more third party databases transmit second additional data relating to the consumer. The processing unit is configured to: process the data collected via the electronic life insurance policy application, and the first additional data, using a predictive model that employs machine learning algorithms and generate a first score; process the second additional data to generate a mortality risk score; if the first score at least meets a first threshold score, and the mortality risk score meets at least a second threshold score, and at least certain business rules are met, generate data describing terms of a life insurance policy. A policy issuance system offers the terms of the life insurance policy to the consumer.

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Patent Owner(s)

Patent OwnerAddress
NATIONWIDE MUTUAL INSURANCE COMPANYONE NATIONWIDE PLAZA COLUMBUS OH 43215

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ghale, Prashanti Columbus, US 2 4
Hummel, Kurt D Columbus, US 2 4
Jump, Jason A Columbus, US 2 4
McClintock, Erin R Gahanna, US 2 4
Moore, David A Westerville, US 58 777
Terry, Shannon Upper Arlington, US 23 18

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