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Do I need to configure each database separately?

Yes, the configuration of extensions (e.g., modules, like CRM) needs to be performed on each database used by your company. This flexibility allows you to configure different databases for different purposes. For example, let's say you want to pilot new features in a sandbox database. You would want to enable those new features in the sandbox for testing purposes. However, you wouldn't want to turn those features on in your production database until after you have piloted them.