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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Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Parent publication name
C&T '23: Proceedings of the 11th International Conference on Communities and Technologies
Publisher
ISBN
Publication forum
Publication forum level
1
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