When a prospective automobile buyer seeks dealer financing, the dealer typi
cally faxes the loan application to a number of banks. The consumer loan ce
nter of Promistar Financial Corporation, a medium-sized bank in southwester
n Pennsylvania, competes with other banks to finance such loans. Competitio
n is fierce with a bank's response time being an important factor in its "w
inning" the loan. In order to make more effective staffing decisions, the b
ank asked us to assess the relationship between response time and staffing
levels at the loan center. What started out as a staffing analysis quickly
became much more. The process of data collection and model building to addr
ess the staffing issue led to a number of important insights and a variety
of recommendations that the bank implemented. This has led to significant i
mprovements in the loan center's operations.