Accurate pre-construction assessments are critical to securing project financing and ensuring investor confidence. However, North America's wind power industry has developed a reputation for producing energy below levels predicted by pre-construction wind resource and energy assessments. What are the reasons for over-prediction, and how can such assessments be improved?