公开(公告)号：US11048868B2

公开(公告)日：2021-06-29

申请号：US16396118

申请日：2019-04-26

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Prakash Ghatage ,  Nirav Sampat ,  Kumar Viswanathan ,  Naveen Kumar Thangaraj ,  Guruprasad Dasappa

IPC: G06F40/186 ,  G06N20/00 ,  G06F3/0486 ,  G06F3/0482

Abstract: A data narration generating system generates snippets that include representations of data in one of a plurality of formats for inclusion into a data narration. The narration generating system receives selected data to be included into the data narration and provides the selected data to a plurality of ML models. The plurality of ML models are trained in generating snippets in one of the plurality of formats which can include textual format and a tabular format. Snippets in graphical formats can also be generated by rule-based processes. A plurality of snippets are thus generated in one or more of the plurality of formats which can then be presented to a user for selection and inclusion into the data narration. Alternately, a subset of the plurality of snippets can also be selected automatically based on a quality and quantity of data and a voting mechanism. The data narration thus generated is further configured to present different views based on privileges associated with user profiles.

公开(公告)号：US10713431B2

公开(公告)日：2020-07-14

申请号：US15373205

申请日：2016-12-08

Applicant: Accenture Global Solutions Limited

Inventor： Prakash Ghatage ,  Tomas Chaloupka ,  Pavel Sem ,  Harsh Kumar Katiyar ,  Nirav Sampat ,  Kumar Viswanathan

IPC: G06F16/93 ,  G06F40/194 ,  G06F40/14 ,  G06F40/123 ,  G06F40/186

Abstract: A method may include receiving, from multiple, different sources, documents. The documents may be received in multiple, different file formats. The method may include performing operations on the documents to prepare the documents for processing, to obtain data included in the documents, or to determine information describing the documents. The method may include storing or providing, for storage, status information corresponding to the documents. The status information for a document may identify results of performing the operations with regard to the document. The method may include receiving an instruction that identifies an action to perform with regard to the document. The method may include performing the action. The method may include updating the status information to generate updated status information based on a result of performing the action. The method may include providing the updated status information.

公开(公告)号：US20190384640A1

公开(公告)日：2019-12-19

申请号：US16008761

申请日：2018-06-14

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Siddesha Swamy ,  Kumar Viswanathan ,  Nirav Sampat ,  Prakash Ghatage

IPC: G06F9/50 ,  G06F9/48 ,  G06F15/18 ,  G06F9/451 ,  G06F3/0486 ,  G06F17/30

Abstract: An Artificial Intelligence (AI) based virtual automated assistance system provides services pertaining to component processes of a task that is to be automatically executed. The virtual automated assistance system includes a pipeline studio that enables generating the services. Historical data pertaining to a service is accessed for training and validating various ML models. The ML models are scored and a selected ML model is registered as a service on the virtual automated assistance system. The services thus registered are represented as process blocks within the pipeline studio wherein the process blocks pertaining to the component processes of the task are arranged in order to form a pipeline. The pipeline thus constructed enables automatic execution of the task by receiving and processing a request pertaining to the task via the services that form the pipeline.

公开(公告)号：US20230067069A1

公开(公告)日：2023-03-02

申请号：US17461503

申请日：2021-08-30

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Prakash GHATAGE ,  Kumar Viswanathan ,  Nirav Jagdish Sampat ,  Naveen Kumar Thangaraj ,  Kaustubh Kurhekar ,  Ullas Balan Nambiar

IPC: G06F16/93 ,  G06K9/00 ,  G06K9/62 ,  G06N20/00

Abstract: An Artificial Intelligence (AI) based document digitization, transformation and validation system extracts fields from digital documents via different document digitization processes. A document packet with a plurality of documents is initially accessed and any non-digital documents in the document packet are digitized. The errors in the digitized documents are corrected and non-English documents are translated into English. Each of the documents is provided to a plurality of digitization services for the extraction of fields by a plurality of field extraction models. If a field has multiple field instances extracted by more than one digitization service, then a field instance with the highest confidence score is selected for inclusion into the consolidated results. The consolidated results produced in different JavaScript Object Notation (JSON) formats are converted into a common JSON format which may be further validated and provided to downstream processes.

公开(公告)号：US11069252B2

公开(公告)日：2021-07-20

申请号：US15959892

申请日：2018-04-23

Applicant: Accenture Global Solutions Limited

Inventor： Prakash Ghatage ,  Kumar Viswanathan ,  Santhosh Kumar Rajavelu Balachandar ,  Vinu Varghese ,  Raghavan Iyer ,  Ashwin D'Silva

IPC: G09B7/02 ,  G06F3/01 ,  G09B5/10 ,  G09B5/06 ,  G06F16/2457 ,  H04L29/06 ,  G06N20/00 ,  G06F40/30

Abstract: A device may provide, to user devices, a set of objects that are to be used by the user devices as part of a collaborative virtual environment. The collaborative virtual environment may support a virtual workshop. The set of objects may include objects capable of being used to solve a problem that is presented to users within the virtual workshop. The device may receive data describing a set of solutions. The device may curate the data describing the set of solutions using one or more natural language processing techniques. The device may rank the set of solutions that has been curated using a ranking technique or a machine learning technique. The device may provide data identifying a highest ranked solution or data identifying the set of solutions for display within the virtual workshop or to additional user devices that are accessible outside of the virtual workshop.

公开(公告)号：US10706030B2

公开(公告)日：2020-07-07

申请号：US15885330

申请日：2018-01-31

Applicant: Accenture Global Solutions Limited

Inventor： Prakash Ghatage ,  Nirav Sampat ,  Kumar Viswanathan ,  Naveen Kumar Thangaraj ,  Bhushan Ananda Patil ,  Prabhat Kumar Singh

IPC: G06F16/22 ,  G06N20/00 ,  G06F16/25

Abstract: A device extracts data files from different data sources, and processes the data files to generate data from the data files. The device trains a first artificial intelligence model and a second artificial intelligence model based on historical data parameters, wherein the historical data parameters are associated with historical data previously processed by the device. The device utilizes the trained first artificial intelligence model and the data to generate data parameters for the data, and utilizes the trained second artificial intelligence model, the data, and the data parameters to generate a data structure configuration. The device generates a data structure for the data based on the data parameters and the data structure configuration, stores the data in the data structure, and provides a user interface for accessing the data structure.

公开(公告)号：US20190156428A1

公开(公告)日：2019-05-23

申请号：US15818309

申请日：2017-11-20

Applicant: Accenture Global Solutions Limited

Inventor： Prakash Ghatage ,  Nirav Sampat ,  Kumar Viswanathan ,  Sebastian Fernandes ,  Naveen Kumar Thangaraj

IPC: G06Q40/00 ,  G06F17/30 ,  G06F17/27

Abstract: A system for reconciling transactions includes an interface, a processor and non-transitory computer readable media. The interface receives information related to a plurality of organizations. Each of the plurality of organizations includes an enterprise resource planning (ERP) system for maintaining account information associated with the organization, and a document management system (DMS) for maintaining documents for the organization. The non-transitory computer readable media is in communication with the processor. The non-transitory computer readable media that stores instruction code that causes the processor to determine, based on the information, a group of organizations of the plurality of organizations that are structurally related to one another. For each group of organizations, the processor a) communicates a request to an associated enterprise planning system for information related to an account to thereby obtain an account balance for the organization, b) communicates a request to an associated DMS for documents, c) performs natural language processing techniques on the documents to thereby determine support documents that support transactions related to the account, and d) accumulates transaction amounts specified in the support documents. When a sum of the transaction amounts is within a predetermined threshold of the account balance, the processor determines the account to be reconciled and generates a report that specifies the account balance and the support documents.

公开(公告)号：US12105839B2

公开(公告)日：2024-10-01

申请号：US17679952

申请日：2022-02-24

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Prakash Ghatage ,  Kaustubh Kurhekar ,  Naveen Kumar Thangaraj ,  Kumar Viswanathan ,  Sreevidya Prasad ,  Nirav Jagdish Sampat

IPC: G06F21/62

CPC classification number: G06F21/6245

Abstract: An authentication and applications access system provides access to a plurality of backend applications via a social media application installed on a user device. Metadata associated with a request to access one of the plurality of backend applications is initially extracted. The metadata is used to authenticate the request via a plurality of validation steps. Upon authentication, the information from the request is provided to the backend application to receive the results responsive to the request. Any sensitive data included in the results is suppressed via data substitution steps from the transmission to the user device. The output from the applications access system with the sensitive data occluded is provided for display on a social media user interface (UI) on a user device.

公开(公告)号：US11790262B2

公开(公告)日：2023-10-17

申请号：US16254288

申请日：2019-01-22

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Prakash Ghatage ,  Kumar Viswanathan ,  Naveen Kumar Thangaraj ,  Indrajeet ,  Kavitha Subramanian ,  Prakash Patil ,  Rahul Kotnala ,  Earnest Paul Wesley ,  Sattish Sundarakrishnan ,  Shishir Kumar Roy ,  Yakob Raja R

IPC: G06N20/00 ,  G06F16/28 ,  G06F16/93

CPC classification number: G06N20/00 ,  G06F16/285 ,  G06F16/93

Abstract: 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.

公开(公告)号：US10725827B2

公开(公告)日：2020-07-28

申请号：US16008761

申请日：2018-06-14

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Siddesha Swamy ,  Kumar Viswanathan ,  Nirav Sampat ,  Prakash Ghatage

IPC: G06F9/50 ,  G06F9/48 ,  G06F9/451 ,  G06F3/0486 ,  G06N20/00 ,  G06F16/901

Abstract: An Artificial Intelligence (AI) based virtual automated assistance system provides services pertaining to component processes of a task that is to be automatically executed. The virtual automated assistance system includes a pipeline studio that enables generating the services. Historical data pertaining to a service is accessed for training and validating various ML models. The ML models are scored and a selected ML model is registered as a service on the virtual automated assistance system. The services thus registered are represented as process blocks within the pipeline studio wherein the process blocks pertaining to the component processes of the task are arranged in order to form a pipeline. The pipeline thus constructed enables automatic execution of the task by receiving and processing a request pertaining to the task via the services that form the pipeline.