A pharmacy chain wants fewer empty shelves. Design the whole system, not just the model: what to predict, who acts on it, how often to run it, what it costs, which numbers to watch, and how to roll it out safely. Then build a prediction nobody uses, score live around the clock, and let the model starve its own data. This lesson needs JavaScript.