ARTIFICIAL INTELLIGENCE (AI)-BASED REGULATORY DATA PROCESSING SYSTEM

Patent №

US 11,687,827

Granted

2023-06-27

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

16592370

An Artificial Intelligence (AI)-based regulatory data processing system accesses a regulatory text corpus for training machine learning (ML) models including a topic extraction model, a feature selection model, an entity identification model and a section classification model. The regulatory text corpus includes documents pertaining to a specific domain corresponding to a received domain-specific regulatory text document. Various trained machine learning (ML) models are used to extract topics, identify entities from the new regulatory document and to classify portions of the domain-specific regulatory text document into one of a plurality of predetermined sections. The information in the new regulatory document is therefore converted into machine consumable form which can facilitate automatic execution of downstream processes such as identification of actions needed to implement the regulations and robotic process automation (RPA).

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 20/00G06F 3/0481G06F 3/0482G06F 40/216G06F 40/295G06F 40/30G06N 5/02G06N 7/01+6 more

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.84
Vision0.66
Evolutionary computation0.01
Speech0.01

Ownership

ACCENTURE GLOBAL SOLUTIONS LIMITED

assignment · 507800234

Assignors

PONDICHERRY MURUGAPPAN, RAMKUMAR, GODBOLE, ASHWINEE

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

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