Raw data becomes business meaning, business meaning becomes a fact, a fact becomes a decision.
A number is only as trustworthy as the definitions behind it. Two systems can both be right about revenue and still disagree, because they mean different things by the word. FactSmith puts the agreement in one place. Some standard questions are already facts: a formula this warehouse can compute. An administrator still vouches for everything else.