From Robotic Process Automation to Intelligent Process Automation - Emerging Trends

被引:29
|
作者
Chakraborti, Tathagata [1 ]
Isahagian, Vatche [1 ]
Khalaf, Rania [1 ]
Khazaeni, Yasaman [1 ]
Muthusamy, Vinod [1 ]
Rizk, Yara [1 ]
Unuvar, Merve [1 ]
机构
[1] IBM Res AI, Cambridge, MA 02142 USA
关键词
Robotic Process Automation; Intelligent Process; Automation; Artificial intelligence; BUSINESS PROCESSES;
D O I
10.1007/978-3-030-58779-6_15
中图分类号
学科分类号
摘要
In this survey, we study how recent advances in machine intelligence are disrupting the world of business processes. Over the last decade, there has been steady progress towards the automation of business processes under the umbrella of "robotic process automation" (RPA). However, we are currently at an inflection point in this evolution, as a new paradigm called "Intelligent Process Automation" (IPA) emerges, bringing machine learning (ML) and artificial intelligence (AI) technologies to bear in order to improve business process outcomes. The purpose of this paper is to provide a survey of this emerging theme and identify key open research challenges at the intersection of AI and business processes. We hope that this emerging theme will spark engaging conversations at the RPA Forum.
引用
收藏
页码:215 / 228
页数:14
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