As the behavior of the bank users is slowly and steadily moving towards a cashless economy. The need for an ATM is now limited. To save on cost with excess bank ATM in the same area and thereby proposing a structure to find out non-efficient ATMs in Essen and suggest areas where they can open new ATM locations.