A fundamental assumption with data-driven decision making is that your decision makers are capable of doing so. That’s a huge assumption.
A data-driven enterprise is one in which decision makers seek, and then consider relevant data when making their decisions.
Refactoring Databases describes how to safely evolve an existing database to support the new needs of your customers or to address existing data technical debt.