A firm sells an average of 2,000 units of snacks from its existing stock while it waits for orders to be delivered. Demand during lead time varies in accordance with a normal distribution. The firm's supply manager prepares a presentation to explain the concept of customer service and safety stock levels using the following figure:

What does the shaded area D (in red) represent?
The shaded area D represents the probability of running out of stock during lead time, indicating the level of risk if safety stock is insufficient. Proper safety stock levels are crucial to minimize stock-outs and ensure service reliability. Reference: Chopra, S., & Meindl, P. (2016). Supply Chain Management: Strategy, Planning, and Operation.
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