The properties of piecewise linear incentive schemes are studied in a setting of moral hazard and adverse selection. The form of the best such function is analyzed. Particular attention is given to the loss from using piecewise linear schemes relative to ``optimal'' schemes, as well as the gain from using simpler functional forms such as the linear functions. The incentive problem is studied under various informational assumptions which allow some calculations of the value of information.