DATA TRANSFORMATIONS FOR ROBOTIC PROCESS AUTOMATION

Patent №

US 11,790,262

Granted

2023-10-17

Filed 2019

Owner

ACCENTURE GLOBAL SOLUTIONS LIMITED

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16254288

An Artificial Intelligence (AI)-based data transformation system receives an input package and enables automatic execution of one or more processes in a robotic process automation system (RPA). The input package includes a plurality of documents and metadata required for the execution of the automated processes. The plurality of documents are categorized into a domain. Entities with their corresponding name-value pairs and entity relationships are extracted from the plurality of documents. An ontology is selected based on the domain. The entities are mapped to output fields identified from the selected ontology. The mappings thus generated are transmitted to the RPA system which employs the mappings to automatically execute the one or more processes.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 20/00G06F 16/285G06N 3/044G06N 3/0442G06N 3/08G06N 3/09G06N 5/025G06F 16/93

AI classification

Natural language1.00
Planning1.00
AI hardware1.00
Machine learning1.00
Knowledge representation0.99
Vision0.89
Evolutionary computation0.00
Speech0.00

Ownership

ACCENTURE GLOBAL SOLUTIONS LIMITED

assignment · 484170941

Assignors

GHATAGE, PRAKASH, VISWANATHAN, KUMAR, THANGARAJ, NAVEEN KUMAR, INDRAJEET, ., SUBRAMANIAN, KAVITHA, PATIL, PRAKASH, KOTNALA, RAHUL, WESLEY, EARNEST PAUL, SUNDARAKRISHNAN, SATTISH, ROY, SHISHIR KUMAR, R, YAKOB RAJA

On an employer assignment, the assignors are typically the inventors.

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