Sherlock Holmes once said, "It is a capital mistake to theorize before one has data." While he may be a fictional detective, he is absolutely correct. He is essentially saying that theories without facts to back them up are just assumptions. This can be dangerous in sales. With millions of dollars in both expenses and revenues at stake, launching any sales initiative by merely assuming you understand your target customer and their wants, needs, and pain points is risky.