LAPSE PREDICTING TOOL AND SCORING MECHANISM TO TRIAGE CUSTOMER RETENTION APPROACHES

Patent №

US 10,096,068

Granted

2018-10-09

Filed 2014

Owner

MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14577402

Disclosed here is a triaging system, including a value engine, an analytical engine, a scoring engine, and databases storing internal, external, and retention value data. A value engine may be configured to receive information and determine a value associated with a policy; an analytical engine may be configured to receive information related to one or more factors associated with a policyholder, as well as actuarial relationships between the one or more factors; and a scoring engine may be configured to receive information associated with a policyholder from one or more value engines and analytical engines, and may output a scalar score associated with the retention value of the policyholder. The system may determine the value of retention associated with the policyholder and use this value to build and store a client score, where the client score may be a scalar representation of the value of retaining business with the policyholder.

AI classification

Knowledge representation1.00
Machine learning1.00
Planning1.00
Vision0.06
AI hardware0.04
Speech0.02
Natural language0.01
Evolutionary computation0.00

Ownership

MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY

assignment · 345760001

Assignors

ROSS, GARETH, WALKER, TRICIA

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

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