Data Management tools/software

Any recommedations in terms of tools/software to manage data? By that I eam managing data is is part of an application publish(static lookup data) and the software or tool manages the versionsing and deployment of data specififc to a "publish" through non prod env and then live?

Thanks as always for any feedback, advice... Cheers
David

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