The purpose of this study is to consider and analyze the directions of improving the methodology of investment activities in the context of digitalization of industrial enterprises. The article examines the methodological foundations of improving the investment activities of the company by increasing the profitability of its own (share) capital through the DuPont model using artificial intelligence, using the example of Uzbekneftegaz JSC.