Claudia would like to thank David Imhoff for his contribution to this column.

For many organizations, the first iteration of a data warehouse is like giving a child a puppy as a holiday gift. The anticipation is high, the rewards are many and costs are worth it "out of the box." What's more, given the proper care, feeding and training, the initial reward/benefit ratio is sustainable over time.

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