Collaborative Planning, Forecasting and Replenishment (CPFR) is a supply chain practice that aims to improve forecasting and reduce inventory costs through collaboration between trading partners. It involves a 9-step process of strategy and planning, demand and supply management, execution, and analysis. CPFR provides benefits like improved forecast accuracy, reduced inventory levels and out-of-stocks. While it has been widely adopted in Western countries, implementation in India remains limited. The article discusses examples of companies like Warner-Lambert, Kraft, and Godrej that have successfully implemented CPFR and realized outcomes such as higher on-shelf availability and lower inventory costs. Challenges to CPFR adoption include partner selection