RPA Teknolojilerinin Muhasebe Sistemleri Üzerindeki Etkisi

Yıl 2019, Sayı: 82, 235 - 250, 01.04.2019

Can Tansel Kaya , Mete Turkyılmaz Burcu Bırol

https://doi.org/10.25095/mufad.536083

Cited By: 11

Öz

Robotik Süreç Otomasyonu (RPA), iş süreçlerinin otomatikleşmesine imkan sağlayan ve geleneksel endüstriyelleşmenin birikmiş deneyimini en ileri teknolojiyle birleştiren Endüstri 4.0 dönüşümünde belirgin etkisi olan bir teknolojidir (Schmidt vd., 2015). Şirketler, tanımlayan, tarif eden ve en önemlisi işlemleri belirleyen, veriyi değiştiren, görevleri/işlemleri tetikleyen ve diğer uygulamalarla, robotlarla iletişime geçebilen yapay zeka kapasitelerini kullanarak öğrenebilen robotik uygulamalar geliştirebilmektedir. 

Bu çalışmanın amacı, RPA’nın Kurumsal Kaynak Planlaması (ERP) ve Malzeme İhtiyaç Planlaması (MRP)’de değişen maliyet muhasebesi ve finansal raporlama kavramları kapsamında uygulama ve gelişme alanlarını analiz etmektir. Bu çalışma aynı zamanda RPA teknolojilerinin geleneksel muhasebe ve maliyet muhasebesi süreçlerine etkisini incelemekte ve muhasebe sistemleri, Endüstri 4.0 ve RPA teknolojileri arasındaki derin bağlantının ana hatlarını çizmektedir. Bu devrim niteliğindeki değişimin ışığında, geleceğin muhasebe fonksiyonu ve Stratejik Muhasebe Yönetimi (SAM) incelenmektedir.

Anahtar Kelimeler

Robotik Süreç Otomasyonu, Endüstri 4.0, Otomasyon, Muhasebe, Maliyet Muhasebesi

Kaynakça

• Axson, David (2015), “Dealt by Digital: Good-Bye to Finance as You Know it”. [online] Available at: http://ww2.cfo.com/analytics/2015/10/death-digital-good-bye-finance-know/ (26.11.2017).
• Burgess, Andrew (2017), The Executive Guide to Artificial Intelligence-How to identify and implement applications for AI in your organization. London, Palgrave, Macmillan.
• Cigen (2017), “The Role of Robotic Process Automation (RPA) in Accounts Payable Process Management” [online] Available at: <https://www.cigen.com.au/cigenblog/role-robotic-process-automation-accounts-payable-process-management>[Accessed 3 October 2018].
• Deloite UK (2017), “The robots are here – meet your digital workforce-Robotic Process Automation”. [online] Available at: <https://www2.deloitte.com/uk/en/pages/ innovation/articles/robots-are-here-digital-workforce.html> [Accessed 22 November 2017].
• Deloitte US (2017), “Automate this - The business leader’s guide to robotics and intelligent automation - Service Delivery Transformation”, [online] Available at: <https://www2.deloitte.com/content/dam/Deloitte/us/Documents/process-and-operations/us-sdt-process-automation.pdf> ( 16.12.2017).
• Elkington, Rob - Steege, Madeleine van der - Glick-Smith, Judith - Breen, Jenifer Moss, (2017), Visionary Leadership in a Turbulent World: Thriving in the New VUCA Context, Bingley, UK, Emerald Publishing Limited.
• Ernst & Young (EY) Accountants LLP (2017), “Robotic process automation in the Finance function of the future”. [online] Available at: http://www.ey.com/Publication/vwLUAssets/EY__Robotic_process_automation_in_the_Finance_function_of_the_future/$FILE/EY-robotic-process-automation-in-the-finance-function-of-the-future-2016.pdf, pp.4-6. ( 26.11.2017)
• Haun, Matthias (2014). Cognitive Computing-Steigerung des systemischen Intelligenzprofils, Speyer, Deutschland, Springer Verlag.
• Hurwitz, Judith - Kaufman, Marcia - Bowles, Adrian (2015), Cognitive Computing and Big Data Analytics. Indianapolis, Indiana, John Wiley & Sons, Inc.
• IBM (2005). “An architectural blueprint for autonomic computing”. [online] Available at:https://www03.ibm.com/autonomic/pdfs/AC%20Blueprint%20White%20Paper%20V7.pdf, ( 26.11.2017). Institute for Robotic Process Automation&Artificial Intelligence, RPA Definition and Benefits. [online] Available at: <https://irpaai.com/what-is-robotic-process-automation/, https://irpaai.com/definition-and-benefits/> (16.12.201 ).
• IRPA&AI (2017a), “What is Robotic Process Automation?” [online] Available at: https://irpaai.com/what-is-robotic-process-automation/ ( 26.11.2017).
• IRPA&AI (2017b), “Definition and Benefits”. [online] Available at: <https://irpaai.com/definition-and-benefits/> [Accessed 26 November 2017].
• IRPA (2015), “Introduction to Robotic Process Automation- A Primer”. [online] Available at:<https://irpaai.com//wp-content/uploads/2015/05/Robotic-Process-Automation-June2015.pdf> ( 26.11.2017).
• Kagermann, Henning – Helbig, Johannes – Hellinger, Ariane – Wahlster, Wolfgang (2013), “Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0: Securing the Future of German Manufacturing Industry”. Final Report of the Industrie 4.0 Working Group. Forschungsunion. pp: 15-26.
• Kephart, Jeffrey O. - Chess David M. (2003), “The Vision of Autonomic Computing”. IEEE, Computer Magazine, Volume: 36, Issue: 1, Jan (2003) pp: 41-45.
• KPMG (2017). “Managing Risk in Robotic Process Automation”. [online] Available at: <https://home.kpmg.com/xx/en/home/insights/2017/03/managing-risk-in-robotic-process-automation.html> ( 26.11.2017). Cline, Bill-Henry, Michael-Cliff, Justice (2016), “Rise of the Robots”, Delaware, KPMG LLP.
• Lacity, Mary - Willcocks, Leslie P. - Craig, Andrew (2015), “Robotic process automation at Telefonica O2”. The Outsourcing Unit Working Research Paper Series. pp: 3-4.
• Lamberton, Chris - Brigo, Damiano - Hoy, David (2017), “Impact of Robotics, RPA and AI on the insurance industry: challenges and opportunities”. [online] Available at: <https://fsinsights.ey.com/big-issues/Digital-and-connectivity/shaping-insurance-robotics-rpa-and-ai> [Accessed 22 November 2017], Journal of Financial Perspectives, Vol. 4, No. 1, May 2017. pp: 10-13.
• Mack, Oliver - Khare, Anshuman - Krämer, Andreas - Burgartz, Thomas (2016), Managing in a VUCA World. Switzerland, Springer International Publishing.
• McIntosh-Yee, Liang (2018), CentreViews, “How Robotics Process Automation (RPA) Is Changing Accounting” [online] Available at: http://www.centreviews.com/2018/03/rpa-is-changing-accounting/ , (03.10.2018).
• Murch, Richard (2004), Autonomic Computing. Indiana, IBM Press.
• Petersen, Brad L., - Rohith, George P. (2017), How Robotic Process Automation and Artificial Intelligence Will Change Outsourcing, Brussels, Mayer Brown.
• Powel, Mike (2017), Robotic Process Automation-Embracing the Potential, Gillamore Stephens Publications.
• Reinnarth, Jörg,-Schuster,Claus-Möllendorf, Jan-Lutz, André (2018), “Chefsache Digitalisierung 4.0”, Germany-Wiesbaden, Springer Gabler.
• Russell, Stuart - Norvig, Peter (2016), Artificial Intelligence-A Modern Approach, Essex, UK, Pearson Education Limited.
• Rüßmann, Michael - Lorenz, Markus - Gerbert, Philipp - Waldner, Manuela - Justus, Jan - Engel, Pascal - Harnisch, Michael (2015), Industry 4.0: The future of productivity and growth in manufacturing industries. Boston Consulting Group.
• Schatsky, David - Muraskin, Craig- Iyengar, Kaushik, (2016), “Robotic process automation, A path to the cognitive enterprise”, Deloitte University Press
• Schmidt, R., Möhring, M., Härting, R. C., Reichstein, C., Neumaier, P., & Jozinović, P. (2015, June). Industry 4.0-potentials for creating smart products: empirical research results. In International Conference on Business Information Systems (pp. 16-27). Springer, Cham.
• Spanicciati, Mario (2016), “What Robotic Process Automation Really Means for Accountants”, [online] Available at: <https://www.blackline.com/blog/rpa/what-robotic-process-automation-really-means-for-accountants/> ( 26.11.2017).
• Turing, A.M. (1950), Computing Machinery and Intelligence. Mind, New Series, Vol. 59, No. 236 (Oct., 1950- Oxford University Press on behalf of the Mind Association).
• Vasarhelyi, Miklos A.- Rozario, Andrea M., (2018), The CPA Journal, “How Robotic Process Automation Is Transforming Accounting and Auditing”, [online] Available at: <https://www.cpajournal.com/2018/07/02/how-robotic-process-automation-is-transforming-accounting-and-auditing/> , (03.10.2018).