SYSTEM AND METHOD FOR AUTOMATICALLY ASSIGNING A CUSTOMER CALL TO AN AGENT

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.

Machine learningNatural languageKnowledge representationPlanningAI hardwareH04M 3/5233G06N 5/01G06N 7/01G06N 7/08G06N 20/20G06Q 10/06311G06Q 10/0635G06Q 30/016+5 more

AI classification

Planning1.00
Machine learning1.00
Natural language1.00
AI hardware0.99
Knowledge representation0.99
Vision0.12
Evolutionary computation0.00
Speech0.00

Ownership

MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY

assignment · 576960163

Assignors

MERRITT, SEARS

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

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