DevOps has transformed software development over the past 15 years, establishing a high standard for efficiency, collaboration, and standardization. However, in the data and operational domains, we still see fragmentation where unified workflows should be. Here, processes often rely on isolated tools that create silos, preventing the collaboration that modern workflows demand.