Table of Contents The Illusion of a “Perfect” Lab Recipe Why Lab Recipes Behave Differently at Factory Scale Equipment Changes Everything Ingredient Behaviour Shifts with Volume Time Is a Critical Variable at Scale The Hidden Cost of Ignoring Factory Reality Final Thoughts Many food brands assume that a recipe that works perfectly in the lab will perform the same way