The analysis of industrial enterprise intellectualization efficiency

Abstract

Intellectualization of the management system of an industrial enterprise in the current stage of economic development can be considered as a factor for increasing the speed and efficiency of technological and management processes. This article presents the author’s interpretation of the concept of intellectualization of the management system, alongside key aspects of the concept of the intellectualization using graphical and mathematical tools. A schematic representation is provided to illustrate the essence of enterprise intellectualization based on hybrid intellectual development of management and technological processes, and their impact on the final product. The article includes a conceptual scheme for raising the level of enterprise intellectualization, with a description of the inputs and outputs of the intellectualization process through the interactions between human (natural) and artificial intelligence as management actors, considering strategic, tactical, and operational enterprise management levels. As a research tool for analyzing the intellectual transformation of enterprises, a modernized production function is proposed, which accounts for the maturity levels of human and artificial intelligence within the organization. A formula for calculating the bifurcation point of intellectualization is introduced. The bifurcation point enables the identification of the critical moment in the development of the management system, when small changes in the management parameters of artificial intelligence implementation and function redistribution lead to a qualitative leap in the level of intellectualization.