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Creating a Cross-Workspace Control Plane for Scalable Databricks Deployments

REDE Consulting · Mar 02, 2026 · article

As organizations grow their data and AI capabilities, Databricks deployments often expand beyond a single workspace. Multiple teams work in parallel, each with their own Databricks environments. This setup creates challenges in managing dependencies, sharing resources, and maintaining consistency across workspaces. Without a clear way to coordinate these environments, teams risk duplication of effort, conflicting configurations, and inefficient workflows. The dataAI team at REDE Consulting...

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https://www.rede-consulting.com/post/creating-a-cross-workspace-control-plane-for-scalable-databricks-deployments