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Towards Intelligent Automation (IA): Literature Review on the Evolution of Robotic Process Automation (RPA), its Challenges, and Future Trends

  • Robotic Process Automation (RPA) and Artificial Intelligence (AI) integration offer great potential for the future of corporate automation and increased productivity. RPA rapidly evolves into Intelligent Process Automation (IPA) by incorporating advanced technologies and capabilities beyond simple task automation. The paper aims to identify the organisational, technological, and human-centred challenges that companies face in transitioning from RPA to IPA. The research process involved conducting the scientific literature search using the ResearchRabbit AI tool, which provided a set of reference papers relevant to the formulated research questions. As a result of the conducted literature review, the authors identified key challenges and possible countermeasures for companies transitioning from RPA to IPA. The resulting collection of reference scientific articles formed the basis for this study’s content and substantive analysis. Furthermore, this study contributes by identifying artificial intelligence techniques and algorithms, such as Natural Language Processing (NLP), Machine Learning (ML), Deep Learning (DL), predictive analytics, and others, that can be integrated with RPA to facilitate the transition to IPA. The paper also offers insights into potential future research areas.

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Metadaten
Author:Julia SiderskaORCiD, Lili AunimoORCiD, Thomas SüßeORCiD, John von StammORCiD, Damian KedzioraORCiD, Suraya Nabilah Binti Mohd AiniORCiD
DOI:https://doi.org/10.2478/emj-2023-0030
ISSN:2543-912X
Parent Title (English):Engineering Management in Production and Services
Publisher:Walter de Gruyter GmbH
Document Type:Article
Language:English
Date of Publication (online):2023/12/29
Date of first Publication:2023/12/29
Release Date:2025/08/18
Tag:03
AI; Challenges; IPA; Intelligent Process Automation; Intelligent automation; RPA; Robotic Process Automation
Volume:15
Issue:4
First Page:90
Last Page:103
Institute / Department:FIR e. V. an der RWTH Aachen
Business Transformation
Dewey Decimal Classification:6 Technik, Medizin, angewandte Wissenschaften / 62 Ingenieurwissenschaften
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International