This document is an industry brief that outlines the challenges faced by retailers and consumer packaged goods (CPG) companies in adapting to rapidly changing market conditions. It details how Alteryx addresses these challenges by providing a data platform that enables faster data movement and analysis. The brief describes the common issues such as siloed systems, slow analytics cycles, and poor data quality that hinder decision-making. Alteryx offers solutions that empower users to prepare, blend, and analyze data from various sources without needing coding skills. The document explains specific use cases, including inventory optimization, demand forecasting, personalized promotions, site selection, and assortment optimization. Each use case highlights the challenges and how Alteryx's capabilities facilitate improved decision-making and operational efficiency. The brief emphasizes the importance of an AI-ready data foundation for retailers and CPGs to thrive in a competitive landscape.