Robotic Process Automation : : Management, Technology, Applications / / ed. by Christian Czarnecki, Peter Fettke.

This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life impleme...

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Superior document:Title is part of eBook package: De Gruyter DG Ebook Package English 2021
MitwirkendeR:
HerausgeberIn:
Place / Publishing House:München ;, Wien : : De Gruyter Oldenbourg, , [2021]
©2021
Year of Publication:2021
Language:English
Series:De Gruyter STEM
Online Access:
Physical Description:1 online resource (XXIV, 406 p.)
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Description
Other title:Frontmatter --
Preface --
Contents --
Editors --
Authors --
Part I: Introduction --
1 Robotic process automation --
Part II: RPA management --
2 Managing RPA implementation projects --
3 Finding the perfect RPA match --
4 Process selection for RPA projects --
5 Selecting processes for RPA --
6 Transforming and recombining routines to scale the implementation of software robots --
7 Liability for loss or damages caused by RPA --
Part III: RPA technology --
8 Towards end-to-end business process automation --
9 Human–computer interaction analysis for RPA support --
10 Supporting RPA through natural language processing --
11 Automated segmentation of user interface logs --
12 Process mining and RPA --
Part IV: RPA applications --
13 RPA in accounting --
14 RPA for the financial industry --
15 RPA for public administration enhancement --
16 Applications of RPA in manufacturing --
Part V: RPA practice --
17 AI evolves IA --
18 The broad use of RPA based on three practical cases --
19 Digitization applied to automate freight paper processing --
Index
Summary:This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies.
Format:Mode of access: Internet via World Wide Web.
ISBN:9783110676693
9783110750720
9783110753981
9783110750706
9783110754001
9783110753776
9783110754070
9783110753837
DOI:10.1515/9783110676693
Access:restricted access
Hierarchical level:Monograph
Statement of Responsibility: ed. by Christian Czarnecki, Peter Fettke.