Determine the daily demand-follow the distribution


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Q: You are looking to open up a cupcake shop in a high-traffic tourist area. In order to get your business open you will need investors to provide you with $250,000 dollars. You are going to be making a pitch to a local bank for a portion of the money. The business environment you are looking to operate in is one in which there is a heavy amount of seasonal business. However there is not enough non-seasonal business to support long-term growth. Based on this information before you submit your business plan to the bank for consideration you will need to perform a simulation analysis to determine the optimal model for your business. You have made the follow assumptions: Your equipment will allow you to only produce 50 batches of cupcakes per day. You have determined that the daily demand will follow the distribution shown in the following table:

Daily Demand Probability

20 0.08

25 0.12

35 0.25

20 0.20

45 0.20

50 0.15

You will need $45,000 per month in order for your business to remain solvent. You are going to develop a business plan for the bank based on your top selling item - the bacon chocolate cupcake.

There are 12 cupcakes in every batch for a total of 600 cupcakes made per day. Each batch of bacon chocolate cupcakes costs $45 dollars to make and the entire batch can be sold for $100. You are able to sell any unsold batches for $25 the next day. As part of your analysis you will use Monte-Carlo simulation and Scenario Manager in MS-Excel to perform a simulation on your data.

Based on your calculations will the business hit the revenue goal of $45,000 per month and be sustainable. Which batch quantity would recommend and why?

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Supply Chain Management: Determine the daily demand-follow the distribution
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