When sales, finance and operations each believe a different version of the numbers, decisions slow down while people argue about whose figures are right. A single source of truth ends that: for each important thing, there is one place it lives, and everything else references it.
Most "we have a data problem" conversations are really a process problem about ownership of the truth. See why your tools do not talk to each other.