Supply Chain Analysis involves the evaluation and optimization of the entire supply chain process to enhance efficiency, reduce costs, and improve service delivery. It provides insights into logistics, procurement, production, and distribution, enabling businesses to make data-driven decisions and adapt to market changes swiftly.