Building a semantic layer for consistent metrics across business units

August 1, 2026 · 5 min · Free, with full transcript

When Finance reports one revenue number and Sales reports another, the problem is rarely the data itself. This playbook shows CDOs how to build a semantic layer that enforces metric consistency across every business unit, without requiring a full data warehouse overhaul.

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The transcript of this episode is being prepared.

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