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System and method for managing routing of customer calls to agents

專利號
US11176461B1
公開日期
2021-11-16
申請人
MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY(US MA Springfield)
發(fā)明人
Sears Merritt
IPC分類
H04M3/51; H04M3/523; G06N5/02; G06N20/00; G06Q30/02; H04M3/436; G06Q30/06; H04M3/42
技術(shù)領(lǐng)域
customer,call,queue,inbound,predictive,in,enterprise,model,data,agents
地域: MA MA Springfield

摘要

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.

說明書

Predictive modeling module 810 models behaviors of customers such as likelihood that a caller will purchase a product offered by the call center and likelihood that the caller will lapse in payments for a purchased product. The predictive modeling module analyzes each inbound customer call using data associated with a customer identifier for the inbound caller. This customer identifier may be obtained from various sources by the call evaluation sub-module 808, including enterprise customer data retrieved from customer database 822. Input data used in predictive modeling includes data retrieved from customer database 822 and may include data from other internal databases 820. Additionally, input data used in predictive modeling includes data from third-party databases 830. This input data also may include data derived from the retrieved data that has been transformed by analytical engine 804 in order to facilitate predictive modeling, as described herein.

權(quán)利要求

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