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
下载
收藏
页码:215 / 228
页数:14
相关论文
共 50 条
  • [41] Process & Software Selection for Robotic Process Automation (RPA)
    Axmann, Bernhard
    Harmoko, Harmoko
    TEHNICKI GLASNIK-TECHNICAL JOURNAL, 2022, 16 (03): : 412 - 419
  • [42] Integrating Robotic Process Automation into Business Process Management
    Koenig, Maximilian
    Bein, Leon
    Nikaj, Adriatik
    Weske, Mathias
    BUSINESS PROCESS MANAGEMENT: BLOCKCHAIN AND ROBOTIC PROCESS AUTOMATION FORUM, BPM 2020 BLOCKCHAIN AND RPA FORUM, 2020, 393 : 132 - 146
  • [43] Intelligent systems for welding process automation
    ABCM, Brazil
    不详
    不详
    J. Braz. Soc. Mech. Sci. Eng., 2006, 1 (25-29):
  • [44] Top process automation developments and trends
    O'Brien, L
    HYDROCARBON PROCESSING, 2006, 85 (04): : 15 - 16
  • [45] Candidate Digital Tasks Selection Methodology for Automation with Robotic Process Automation
    Choi, Daehyoun
    R'bigui, Hind
    Cho, Chiwoon
    SUSTAINABILITY, 2021, 13 (16)
  • [46] ROBOTIC PROCESS AUTOMATION AS AN EMERGING CAREER OPPORTUNITY: AN ANALYSIS OF REQUIRED QUALIFICATIONS AND SKILLS
    Schlegel, Dennis
    Kraus, Patrick
    13TH ANNUAL CONFERENCE OF THE EUROMED ACADEMY OF BUSINESS: BUSINESS THEORY AND PRACTICE ACROSS INDUSTRIES AND MARKETS, 2020, : 1085 - 1099
  • [47] Robotic Process Automation Through Advance Process Analysis Model
    Timbadia, Devansh Hiren
    Shah, Parin Jigishu
    Sudhanvan, Sughosh
    Agrawal, Supriya
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT-2020), 2020, : 953 - 959
  • [48] Towards a Process Analysis Approach to Adopt Robotic Process Automation
    Bourgouin, Audrey
    Leshob, Abderrahmane
    Renard, Laurent
    2018 IEEE 15TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE 2018), 2018, : 46 - 53
  • [49] Application of Robotic Process Automation in Service Sector
    Kumar, Sunita
    Manipal, R. K. Tailor
    PACIFIC BUSINESS REVIEW INTERNATIONAL, 2023, 15 (11): : 77 - 83
  • [50] The Potential of the Robotic Process Automation in the Field of Education
    Turcu, Cristina
    Turcu, Cornel
    Gherman, Ovidiu
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON VIRTUAL LEARNING, ICVL 2019, 2019, : 353 - 359