This paper describes and evaluates FastType, a word prediction system for an inflected language, i.e. Italian. The current system relies on new linguistic resources and effective prediction algorithms. In this work, we make use of a linear combination technique extending standard methods to cope with inflected languages. The experiments show an improvement in keystroke saving, which now reaches 51%.