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

Claim 7:
8. A system for correcting errors in consumer reporting, the system comprising:
one or more processors;
a communication network;
a non-transitory computer-readable memory communicatively coupled to the one or more processors and the communication network and storing thereon instructions that, when executed by the one or more processors, cause the system to:
train a first machine learning model for identifying incorrect 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.