Patent ID: 11899727
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An Artificial Intelligence (AI) based document digitization and validation system, comprising:
at least one processor;
a non-transitory processor-readable medium storing machine-readable instructions that cause the processor to:
extract individual documents in a document packet including a plurality of documents, wherein the plurality of documents include at least one non-digital document;
convert the at least one non-digital document into a plurality of digitized versions,
wherein the plurality of digitized versions are obtained from the plurality of digitization services;

obtain corresponding confidence scores for the plurality of digitized versions from the plurality of digitization services;
compare the corresponding confidence scores of the plurality of digitized versions of the at least one non-digital document;
select a final digitized version of the non-digital document for further processing based on the corresponding confidence scores, wherein one of the plurality of digitized versions with a highest corresponding confidence score of the corresponding confidence scores is selected as the final digitized version;
extract corresponding field instances of one or more fields from the plurality of documents with the at least one non-digital document replaced by the final digitized version,
wherein the corresponding field instances are extracted in different formats from a plurality of field extraction models,
wherein the corresponding field instances include duplicate field instances for at least one field of the one or more fields, and
wherein the duplicate field instances are generated by at least two different field extraction models of the plurality of field extraction models;

select a single field instance for the at least one field, wherein the single field instance has a highest confidence score of the duplicate field instances;
convert the corresponding field instances in different formats into a common format;
generate consolidated results including the corresponding field instances of each of the one or more fields converted into the common format; and
output the consolidated results via one of a validation graphical user interface (GUI) or downstream process automation.