As mid-market companies expand analytics and AI initiatives, Databricks workspaces often multiply quickly. Different teams demand autonomy, regulated data requires strict controls, and leadership expects faster results without increasing compliance risks or costs. Without centralized governance, this growth leads to duplicate data, inconsistent per