Data management is crucial in hybrid cloud projects to prevent the creation of data silos. Developing a data management strategy helps maintain synchronization between applications and databases. Using microservices that perform CRUD operations on existing databases can avoid creating new data silos. DataStax Enterprise (DSE) offers a masterless architecture, eliminating data silos and accelerating hybrid and multi-cloud application deployments. DSE ensures data security with advanced authentication, authorization, encryption, and auditing mechanisms. Monitoring distributed databases in a single view is facilitated by the DSE Metrics Collector and visual management tools like DataStax OpsCenter. Overall, DSE enables enterprises to fully exploit hybrid and multi-cloud environments without rearchitecting cloud applications.