The level of Italian banks non-performing loans has produced relevant impacts on banks profitability and on management aspects. Banks need to adopt more focused strategies and management processes of NPL in order to realize optimal performances. The implementation of collection scoring models, based also on Bank of Italy’s database on defaults, could be useful to this purpose