Through the perspective gained from surveying current practices and longer term plans of current member companies of the North American Chief Risk Officers Council, a professional association of leading insurers, this paper strives to promote sound practices related to stress testing, scenario testing, and reverse stress testing, collectively referred to as “scenario analysis”.