The core perspective on derivatives in the coffee industry is that opportunities coexist with challenges. Derivatives serve as a key driver for industrial chain value increment, brand expansion, and consumer base expansion, yet they also face critical challenges such as homogenization, quality disputes, compliance issues, and sustainability demands. The industry consensus is to build long-term value through innovation, compliance, and sustainability. Below is an analysis from four dimensions: core industry consensus, multi-stakeholder perspectives, trends and risks, and implementation recommendations....