What usually happens: A number produced by an analyst with a chat window open, or lifted from a vendor slide. Nobody in the room can say where it came from, which filters produced it, or what would change it. It survives exactly one question.
What we build instead: Built from company level records. Every firmographic filter named and stored, so the number can be rebuilt from scratch by someone who was not in the room. If an assumption changes, the model moves with it.