Your Bank Probably Has Loan Size and Risk Wrong
If you are like most banks you have your credit approval and risk process based around loan size. The assumption is that the larger the loan the more risk the bank is taking on so a greater level of risk review is needed. But, suppose the data didn’t bear that assumption out? If that assumption is wrong, then that means that your bank is probably underpricing the smaller loans, overpricing the larger loans, applying the wrong cost structure to the larger loans and misaligning risk against your capital.