DIY risk tools may look impressive, but appearances can be deceiving. In this Maple Insight Brief, we explore four reasons these platforms fail — from poor inputs to false confidence — and why expert-validated analytics lead to more reliable, actionable decisions. Because in risk analysis, accuracy isn’t optional.