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Most businesses have data stored in a variety of locations, from in-house databases to SaaS platforms. To get a full picture of their finances and operations, they pull data from all those sources into a data warehouse or data lake and run analytics against it. But they don't want to build and maintain their own data pipelines. Fortunately, it’s not necessary to build everything in-house. We put together this guide to help you choose the product that’s the best fit for your business.