AI and Industrial Upgrading

Formulate a national roadmap for adopting AI in manufacturing to boost productivity, resilience, and exports; analyze impacts on labor markets, supply chains, and regional clusters; propose governance, skills training, data infrastructure, and vendor ecosystems; include risk management, ethical considerations, and international collaboration; present scenarios and KPIs for tracking progress over time.