Business Problem: Provide systems to banks to estimate required cash at ATM/MAC machines The need for accurate forecasts for Automated Teller Machines is critical so that customer’s can get the cash they need while minimizing the amount of cash at the machine.

Business Problem: Increased losses on credit card charge due to bankruptcy or non payment With the economic slowdown and the unemployment rate, financial institutions are facing new challenges to maintain good financial health.

Case Study: International Symposium on Forecasting 2002 presentation on the use of Autobox as a fraud detection mechanism.

Case Study: This study evaluates whether automatic intervention detection(AID) can be effectively used to distinguish companies with fraudulent reported data from those with no indication of fraudulent reports.

Business Problem: Develop accurate forecasts and incorporate significant marketing variables (price, TV ads etc.) into a working model that would allow marketing and logistics to more effectively allocate resources.