This paper studies sample design for process control in principal-agen
t settings where deterrence rather than ex post detection is the main
issue. We show how the magnitude of gains from additional sampling can
be calculated and traded off against sampling costs. It is shown that
the optimal sample size shrinks as target defect rates are lowered.