This guide outlines a five-stage framework — Establish, Inventory, Smart Scope, Govern, Consume — for implementing data governance aligned with business goals. It emphasizes balancing compliance with innovation, using smart scoping to avoid overreach, and applying governance selectively to high-impact areas. The paper highlights automation and AI tools to streamline adoption and stresses measuring progress by business outcomes, not just technical metrics.

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