Publication Details
Abstract
This article examines the economic efficiency of artificial-intelligence-based business models in the innovative development of youth entrepreneurship. The study focuses on firm-level econometric analysis to assess how AI adoption influences productivity, cost optimization, revenue growth, innovation activity, and competitiveness among youth-led enterprises. The research argues that AI technologies create new opportunities for young entrepreneurs by automating business processes, improving market analysis, personalizing customer services, and supporting data-driven managerial decisions. At the same time, the efficiency of AI-based business models depends on digital skills, access to finance, technological infrastructure, and institutional support. The proposed econometric approach allows identifying the relationship between AI implementation and firm performance indicators, thereby providing evidence-based recommendations for strengthening youth entrepreneurship in the digital economy.