Agencies are rushing to use generative AI for improved productivity and citizen experience, but their success hinges on reliable data. Many agencies struggle with poor data management, lacking proper pipelines, monitoring, and control. This report highlights the need for agencies to improve five key data processes to unlock the true potential of generative AI and ensure trustworthy outputs.