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
Ownership
MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY
assignment · 345760001
Assignors
ROSS, GARETH, WALKER, TRICIA
On an employer assignment, the assignors are typically the inventors.