When most companies think about data workflows, it often starts with an immediate problem: the need for better insights, faster reporting, or more reliable numbers to fuel business decisions. Typically, the first instinct is to throw more people and more tools at the problem. Yet, as we scale, something becomes painfully clear—managing data without structure…