Every contractor has a story about the bid that went sideways. A missed line item, a pitch miscalculated, a scope assumption nobody wrote down, and suddenly a "profitable" job is barely breaking even. Most construction takeoff mistakes aren't caused by bad estimators. They're caused by rushed reviews and small gaps that snowball once the job…