The modern manufacturing landscape presents numerous challenges as processes grow complex. Manufacturers face hurdles like equipment variability, supply chain disruptions, fluctuating demand, and the need for precise quality control. These issues necessitate advanced management and optimization. The white paper explores how data and AI-based optimization addresses these challenges and can be key solutions to enhanced production.