Summary
This white paper discusses the optimization of trade promotion spending for consumer packaged goods (CPG) companies through the use of Artificial Intelligence (AI) and Machine Learning (ML). It outlines the limitations of traditional methods, such as spreadsheets, which are often inadequate for managing the complexities of modern trade promotions. The paper emphasizes the need for advanced technologies to enhance scalability, predictive analytics, and real-time optimization in promotional strategies. It presents several ways AI and ML can improve demand forecasting, dynamic pricing, customer segmentation, and promotion effectiveness. Additionally, the document provides real-world examples demonstrating the substantial return on investment (ROI) achieved by companies that have adopted these technologies. The findings suggest that embracing AI and ML is essential for CPG companies to remain competitive and maximize their return on investment in trade promotions, ultimately leading to better market performance and profitability.
