Processing of large applications is inherently associated with database technology, since large applications usually require to process huge amounts of data. The banking sector was among the first commercial settings where large applications and database technology played an important role. This paper summarizes our experiences acquired through conducting a number of application projects at UBS AG. From this perspective, it points out chances and risks with modern software technology for building large database applications.