This document discusses high value agriculture and value chain analysis. It addresses end-market analysis and making decisions based on end-market demand. It also discusses agricultural marketing issues like intermediaries and infrastructure bottlenecks. Reforms to the Agricultural Produce Marketing Committee (APMC) are mentioned. Progress and impact of interventions to strengthen agricultural markets and multi-state projects are summarized. Key factors in structural value chain analysis are outlined, including end markets, enabling environment, linkages, and governance. The document provides examples of good practices for value chain development and components of an integrated value chain proposed in an Asian Development Bank project.