Patent №
US 11,611,660
Granted
2023-03-21
Filed 2021
Owner
MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY
Lab
—
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17493769
Systems and methods described herein can automatically route an inbound call from an identified customer to one of a plurality of agents, the agent being selected on the basis of likelihood of a favorable outcome. The method determines a predictive model appropriate for the identified customer, with model variables including call center data, and targeted marketing data based upon risk data for the customer. An analytical engine calculates outcome predictions by applying the predictive model to values of model variables over a recent time interval. In a time-series analysis, this calculation is repeated while dynamically adjusting the recent time interval, until identifying a call routing option that satisfies a favorable outcome criterion. This method may be used to select the agent to handle the incoming call, and optionally to select a product for that agent to discuss with the identified customer.
AI classification
Ownership
MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY
assignment · 576960163
Assignors
MERRITT, SEARS
On an employer assignment, the assignors are typically the inventors.