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.

Think your prequal process is working? Think again. If your risk assessment tool can't deliver reliable results, you're flying blind. Discover the 3 silent saboteurs built into many prequalification workflows — and how to turn checkbox culture into decision-making clarity.