This document is a supply chain simulation reflective report that provides insights into forecasting, demand planning, and supply chain management. It discusses the reliability of consensus forecasts, demand versus profitability, supply risk and cost evaluation, implications of markdown, inventory holding, and stockout costs, and concludes with a critical analysis of Kentucky Fried Chicken (KFC) Singapore's supply chain process.