Modern Distribution Management Transformation in CPG` refers to the evolution of distribution management systems in the Consumer Packaged Goods (CPG) industry, which is crucial for ensuring products reach consumers at the right time. The CPG industry faces several challenges, including stock-outs, competing with e-commerce giants, and changing consumer behaviors and expectations. To overcome these challenges, companies can leverage modern distribution management systems, supply chain networks, and spatial analysis to optimize product availability, logistics, and pricing. By utilizing insights from first-party customer data, demographic data, and behavioral data, CPG firms can create informed geomarketing strategies, visualize market trends, and make strategic distribution decisions. Effective Modern Distribution Management can help reduce costs, save time on data discovery, and uncover valuable insights to support better decision-making.