In a model a la Baron and Myerson (1982), we revisit the question of regulating a firm under asymmetric information concerning the production cost when the principal has access to a costly monitoring procedure. Our analysis gives quite different results from the existing literature. We show that the audit policy comes from a trade-off between paying the rent to the agent paying the cost of monitoring.