Federal agencies grapple with vast, dispersed data stores across various environments, hindering easy access and understanding for data citizens like Chief Data Officers and data scientists. This lack of visibility into data trustworthiness and relevance undermines agencies' effectiveness in serving constituents and fulfilling missions. Initiatives like the Federal Data Strategy aim to break down data silos and promote accessibility, reusability, and transparency, necessitating robust data intelligence and management strategies for each agency.