This article discusses the importance of addressing data management issues before implementing AI technology in organizations. It highlights the need for a comprehensive approach to auditing AI models for bias, performance, and ethical compliance. The article also suggests three immediate steps organizations can take to improve their data management and leverage the power of AI.