What is a semantic layer, and why is it critical for enterprise BI? How does it solve the problem of inconsistent metrics across the organization?

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A semantic layer is an abstraction that sits between the raw data in your warehouse and the tools that consume it, providing a unified, business-friendly definition of metrics, dimensions, and relationships.