Patent ID: 11893634
Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method for correcting errors in consumer credit reporting, the method executed by one or more processors programmed to perform the method, the method comprising:
training, by the one or more processors, a first machine learning model for identifying incorrect value errors in consumer credit reporting;
training, by the one or more processors, a second machine learning model for correcting incorrect value errors in consumer credit reporting using original values and changed values for previously corrected errors;
obtaining, at the one or more processors, a secure data file including a set of consumer credit information for a consumer related to one or more products;
receiving, at the one or more processors from a user, a request for the set of consumer credit information of the consumer;
applying, by the one or more processors, the set of consumer credit information for each particular data field to the first machine learning model to identify an incorrect value error in the set of consumer credit information; and
applying, by the one or more processors, the incorrect value error to the second machine learning model to automatically correct the incorrect value error.