Before revision:  Finally, the demand for quantitative improvements in risk management is postulated . Development of the financial markets has triggered non-linearity to spike in prices of various production articles such as agricultural and other commodities that has added market risk management to the business model of many companies .
After revision:  Finally, the demand for quantitative improvements in risk management is postulated .