Method and system for correcting errors in consumer reporting

US11893634B2 · kind B2 · utility

Assignee

• State Farm Mutual Automobile Insurance Company · US

Inventors

• Arthur Mcwain · Bloomington, US
• James J. Dunn · McLeansboro, US

Key dates

• Filing date: Dec 9, 2021
• Grant date: Feb 6, 2024
• Expiry date: Aug 3, 2042

Classification

• Technology area (CPC G): Physics
• CPC primary: G06Q40/03
• WIPO field: IT methods for management
• WIPO sector: Electrical engineering

Abstract

A method and system may detect and correct errors in consumer reporting. A secure data file such as a Metro 2® formatted file may be obtained for a consumer that includes the consumer's credit information. A consumer reporting server may generate a non-sensitive private information (non-SPI) consumer identifier that references non-SPI consumer credit information included in the Metro 2® formatted file. Then a member of the organization may access the non-SPI consumer credit information to review the non-SPI consumer credit information and detect and correct errors. Errors may be detected by training a machine learning model using a first set of non-sensitive private information (non-SPI) consumer credit information from statements including errors and a second set of non-SPI consumer credit information from statements that do not include errors. The non-SPI consumer credit information for the consumer may be applied to the model to identify errors.