Insurance Claim Capitation and Predictive Payment Modeling

Patent №

US 10,176,532

Granted

2019-01-08

Filed 2017

Owner

ALLSTATE INSURANCE COMPANY

Lab

AI components

1

hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15494958

A claim-based capitation model is proposed for handling vehicle repair insurance claims. Rather than determining a detailed estimate of the expected actual cost of repair, the estimate may be determined using a simpler model. For example, the insurance company and a repair facility may agree to following a predictive payment model in which the insurance company pays a fixed predicted capitated amount of money for each repair claim, regardless of the amount of repair work that will be needed. Alternatively, the insurance company may pre-pay a fixed capitated amount for a predicted number of future insurance claims.

AI hardwareG06Q 40/08G01S 19/13G06Q 10/20G06Q 30/0283G07C 5/008

AI classification

AI hardware0.94
Planning0.44
Vision0.02
Natural language0.01
Knowledge representation0.01
Machine learning0.01
Evolutionary computation0.00
Speech0.00

Ownership

ALLSTATE INSURANCE COMPANY

assignment · 421270482

Assignors

HANSON, RANDALL, JOHNSON, ROBERT H., STRICKER, KURT M., MARLOW, CLINT J.

On an employer assignment, the assignors are typically the inventors.

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