The Data Warehouse
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A data warehouse centralizes an enterprise's data into a single repository — processed data with predetermined structure and schema, optimized for gathering business insights and supporting decisions.
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A retailer's every region reporting into one queryable place is the idea operating.
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Schema decided first; data arrives already shaped.