Federal agencies are using multiple public clouds in addition to on-premises private and non-cloud infrastructures. This mutli-cloud adoption is creating increasingly complex environments and making it difficult to manage and protect data. Without proper data management, hybrid and multi-cloud environments can quickly become just another series of expensive and risky silos. All cloud migration strategies should encompass data management best practices to maximize cloud adoption benefits while minimizing risk.