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

Claim 14:
15. A non-transitory computer-readable memory storing instructions thereon that, when executed by one or more processors, cause the one or more processors to:
train a first machine learning model for identifying incorrect value errors in consumer credit reporting;
train a second machine learning model for correcting incorrect value errors in consumer credit reporting using original values and changed values for previously corrected errors;
obtain a secure data file including a set of consumer credit information for a consumer related to one or more products;
receive, from a user, a request for the set of consumer credit information of the consumer;
apply 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
apply the incorrect value error to the second machine learning model to automatically correct the incorrect value error.