SYSTEM AND METHOD FOR MANAGING ROUTING OF CUSTOMER CALLS TO AGENTS

Patent №

US 10,909,463

Granted

2021-02-02

Filed 2020

Owner

MASS

+1 more

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16773805

A call management system of a call center retrieves from a customer database enterprise customer data associated with an identified customer in a customer call, which may include customer event data, attributions data, and activity event data. The customer database tracks prospects, leads, new business, and purchasers of an enterprise. The system retrieves customer demographic data associated with the identified customer. A predictive model is selected from a plurality of predictive models based on retrieved enterprise customer data. The selected predictive model, including a logistic regression model and tree based model, determines a value prediction signal for the identified customer, then classifies the identified customer into a first value group or a second value group. The system routes a customer call classified in the first value group to a first call queue assignment, and routes a customer call classified in the second value group to a second call queue assignment.

Machine learningNatural languageKnowledge representationPlanningG06N 5/022G06N 5/01G06N 7/01G06N 20/00G06N 20/20G06Q 30/0201G06Q 30/0282G06Q 30/0601+10 more

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
Vision0.18
Speech0.04
AI hardware0.01
Evolutionary computation0.00

Ownership

MASS

assignment · 516350567

MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY

correct · 517380746

Assignors

MERRITT, SEARS

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

© 2026 NYSGPT2525 LLC