SYSTEM AND METHOD FOR AUTOMATING INITIAL CLAIM ASSIGNMENT

Patent №

US 8,046,281

Granted

2011-10-25

Filed 2006

Owner

UNITED SERVICES AUTOMOBILE ASSOCIATION (USAA)

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11486614

Various embodiments disclosed herein are directed to automatically making an initial claim assignment. The systems include information collection subsystems, skills assessment subsystems and assignment recommendation subsystems that provide a customer service representative with a recommendation for the best-suited available claim handler. The customer service representative may accept or override the recommendation in making the claim handler assignment. The determination of the best-suited available claim handler is made by correlating these skills required for handling a particular claim, the skills of the claim handlers, and an algorithm takes into account the claim handler's current loss assignment count, number of hours spent, and future availability.

Machine learningKnowledge representationPlanningAI hardwareG06Q 10/10G06Q 10/06G06Q 10/06311G06Q 10/063112G06Q 10/063118G06Q 40/00G06Q 40/08

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.86
AI hardware0.81
Speech0.17
Natural language0.01
Vision0.00
Evolutionary computation0.00

Ownership

UNITED SERVICES AUTOMOBILE ASSOCIATION (USAA)

assignment · 198470755

Assignors

URRUTIA, ROBERTA

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

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