Patent ID: 11886403
Assignee: 1370092 ONTARIO LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for data discrepancy identification, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
authenticate a provider using a provider identifier;
receive at least a record from the provider, wherein the at least a record comprises a plurality of record elements;
obtain at least a proof, wherein the at least a proof comprises a plurality of proof elements;
analyze the at least a record to find a data discrepancy, wherein analyzing further comprises:
finding the data discrepancy of the at least a record as a function of the at least a proof and the discrepancy template, wherein finding the data discrepancy further comprises:
training, iteratively, a discrepancy machine-learning model using training data, wherein discrepancy training data correlates a proof data set comprising evidence of information of the record from a record database with a discrepancy template data set comprising a predetermined record validation rule and stored in the record database; and
generating, using the trained machine-learning model, the data discrepancy wherein the at least a proof is provided to the trained machine-learning model as an input to output the data discrepancy;

determine a discrepancy process as a function of the data discrepancy; and
update the at least a record as a function of the discrepancy process.