This paper uses an optimal contract approach to examine the issue of compliance monitoring in agri-environmental policy when the farmer is risk neutral and risk averse. The environmental agency chooses monitoring accuracy and payments for farmer's (non-)compliance. With a risk-neutral farmer, an optimal policy involves maximum allowable reward for compliance and maximum allowable penalty for non-compliance.