In many agricultural companies, rural markets are often described the same way: fragmentedlow-volumedifficult to serveexpensive to coordinatehard to forecast For suppliers trying to scale distribution, rural demand can appear commercially thin and operationally unpredictable. A supplier may successfully move products into a district warehouse yet still have little visibility into