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Explain the role of data profiling, data integration tools, data cleansing capabilities, and database management tools in the context of building an information warehouse solution.

Explain the role of data profiling, data integration tools, data cleansing capabilities, and database management tools in the context of building an information warehouse solution. How do these components contribute to maintaining data integrity and supporting decision-making processes within an organization?

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