03 February 2025 Introduction Manufacturers today operate in a highly competitive environment where product quality and reliability directly impact profitability and customer trust. Traditional quality control methods, which relied on manual inspections and reactive maintenance, often led to delays, inconsistencies, and high production costs. The shift toward data-driven quality checks has transformed manufacturing, enabling businesses…

03 February 2025 Introduction Manufacturing success depends on the efficient allocation of resources—materials, labor, machinery, and energy. Traditionally, manufacturers relied on historical data and manual processes to plan their resource usage. However, with increasing supply chain complexities, fluctuating market demands, and the need for greater efficiency, these traditional approaches are no longer sufficient. Data-driven decision…