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For years, organizations have been working steadily to consolidate their data into a single place via a data warehouse, or more recently, a data lake. Data lakes offer key advantages over data warehouses, data marts, and traditional databases that require data to be structured and organized in particular ways. However, businesses have found that they are spending more to build and manage their data lakes while receiving less value from them.

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