In New Keynesian models nominal rigidities determine socially inefficient outcomes. Our paper reverses this view: properly designed monetary policies may take advantage of predetermined nominal wages to discipline monopolistic wage setters. This, in turn, requires accepting a non-zero inflation rate. Discretionary monetary policy is effective when wage setters are non atomistic. Inflation targeting has real effects irrespective of the degree of labor market centralization.