Transformation of the competitiveness of the Russian electrical industry: uncertainty management and the risk paradox

This paper explores the transformation of competitiveness in Russia’s electrical engineering sector under sanctions, digitalization, and the integration of artificial intelligence. It argues that competitiveness is no longer a linear function of product quality but a function of managing uncertainty. New metrics, strategies, and case studies are presented, highlighting the paradoxical role of risk as a resource.