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Read a book on Inventory management.
However go through the following:
Deciding how much stock to keep depends on the size and nature of your business, and the type of stock involved. If you are short of space, you may be able to buy stock in bulk and then pay a fee to your supplier to store it, calling it off as and when needed. Basically it is decided upon sales volumes in a given period.
The general rule of calculating the minimum stock depends on the lead time (in weeks) needed to receive the products from your supplier and maximum number of sales per week.
But you have to take other issues into consideration. Ask yourself some key questions to help decide how much stock you should keep: