INTELLIGENT SCORING MODEL FOR ASSESSING THE SKILLS OF A CUSTOMER SUPPORT AGENT

Patent №

US 11,640,573

Granted

2023-05-02

Filed 2020

Owner

DELL PRODUCTS L. P.

Lab

AI components

3

ml · nlp · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16942296

Systems and methods for assessing the skills of a customer support agent using one or more Artificial Intelligence/Machine Learning (AI/ML) models are disclosed. In at least one embodiment, one or more benchmarks against which the performance of the customer support agent is to be measured are established. The one or more benchmarks may be derived through direct and/or indirect analysis of historical customer service data by an AI/ML benchmark model. In at least one embodiment, data relating to performance of the customer support agent during a customer call is monitored. In at least one embodiment, the AI/ML benchmark model is used to determine one or more benchmark scores identifying whether the customer support agent is meeting the one or more benchmarks.

Machine learningNatural languagePlanningG06Q 10/06393G06N 5/04G06N 20/00G06Q 10/06398G06Q 10/1091G06Q 30/016G06Q 50/2057G09B 19/00+8 more

AI classification

Planning1.00
Machine learning0.99
Natural language0.69
AI hardware0.18
Knowledge representation0.05
Speech0.01
Evolutionary computation0.00
Vision0.00

Ownership

DELL PRODUCTS L. P.

assignment · 533650001

Assignors

RANGANATHAN, KARTHIK, BIKUMALA, SATHISH KUMAR, KIRKPATRICK, DAVID THOMAS, TENNUR NARAYANAN, TEJAS NAREN, SINGH, SHALU, SAWHNEY, AMIT

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

From the same owner

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