Patent ID: 11967165
Assignee: ACCENTURE GLOBAL SOLUTIONS LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A artificial Intelligence (AI) based document processing and validation method implemented by one or more processors, the method comprising:
accessing, by the one or more processors, a document package including one or more documents;
determining, by the one or more processors, if one or more of errors and fraud exist in the one or more documents, wherein an anomaly detection model outputs error scores regarding the errors and fraud in the document;
determining, by the one or more processors, if one or more of the document package and historical data sources includes duplicate documents for the one or more documents, wherein duplicate detection model outputs duplicate scores for the determination regarding the duplicate documents;
generating, by the one or more processors, a validation worklist including the one or more documents scored by the anomaly detection model and the duplicate detection model, wherein the documents are arranged in a descending order of probability of having one or more of the errors and fraud and the duplicate documents;
flagging, by the one or more processors, invalid documents from the validation worklist for review wherein the invalid documents include a top N documents of the validation work list where N is a natural number;
training, by the one or more processors, one or more of the anomaly detection model and the duplicate detection model on feedback received from the review of the top N documents;
predicting, by the one or more processors, one or more of early payments, and late payments for valid documents from the validation worklist, wherein the valid documents include the one or more documents from the validation work list below the top N documents and wherein the predictions are subject to fiscal and temporal constraints;
generating, by the one or more processors, a payment run worklist that lists the valid documents in order of payment dates, wherein the order of the payment dates is determined based on the predictions for the early payment and the late payment for the valid documents; and
automatically paying, by the one or more processors, the valid documents in the order of the payment dates.