Paraphrase this and cite sources in each applicable sentence. In contemporary manufacturing…

➤ When should a manufacturer move from static forecasts to adaptive inventory methods?
Transition when you see frequent stockouts, chronic overstocks, high spoilage, or rapid demand changes. Also consider moving when you can access timely sales and sensor data and have analytics capacity. Start with a pilot on volatile or high‑value SKUs to validate benefits before scaling across the network.