In which stage of the data life cycle does a business decide what kind of data it needs, how the data will be managed, and who will be responsible for it?

Correct
During planning, a business decides what kind of data it needs, how it will be managed throughout its life cycle, who will be responsible for it, and the optimal outcomes.