Planning methods in an enterprise in the conditions of digitalization: transformation of paradigms, tools, and practice

Abstract

The article is devoted to the transformation of enterprise planning systems under the influence of Industry 4.0. It has been proven that the digital transformation of planning is based on three shifts: the transition to Rolling Forecasting, the introduction of probabilistic modeling, and the use of artificial intelligence. The industry 4.0 toolkit is analyzed: integrated business planning (IBP), DDMRP methodology, deep learning algorithms (LSTM), and digital twins (Digital Twins). The synergy of these technologies enables risk-free testing of what-if scenarios. It is concluded that the digitalization of planning is imperative for the integration of domestic businesses into global value chains.