## CONTEXT According to Gartner's 2024 Data and Analytics survey, 85% of enterprises now operate a centralized data warehouse or lakehouse, yet IDC research reveals that 68% of analytical queries still fail to return actionable results due to poor dimensional modeling and inconsistent schema design. The global data…
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