Turning Robotic Process Automation onto Intelligent Automation with Machine Learning

Turning Robotic Process Automation onto Intelligent Automation with Machine Learning

Year of publication

2023

Authors

Kedziora Damian; Hyrynsalmi Sami

Abstract

Robotic Process Automation (RPA) technology has in the past few years become a ground-breaking trend that revolutionised services all around the globe. Substituting human workforce with software robots augmented with intelligent elements, RPA is being seen as a key enabler for many commercial, as well as non-commercial organisations to reorganise, re-engineer, and streamline their approach to operational excellence, at the same time achieving impressive results in employee empowerment and digital transformation. This industry experience case discusses the learning from the successful deployment of RPA technology blended together with machine learning (ML), in order to achieve intelligent automation (IA) of invoice processing delivered by a Finnish consultancy company. The work calls for further academic research to develop and enhance understanding of this emerging technology, from the perspective of organisational change and employee empowerment.
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Organizations and authors

LUT University

Kedziora Damian Orcid -palvelun logo

Hyrynsalmi Sami Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Conference

Article type

Other article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A4 Article in conference proceedings

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

No

Other information

Fields of science

Computer and information sciences

Internationality of the publisher

International

International co-publication

No

Co-publication with a company

No

DOI

10.1145/3593743.3593746

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes

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