What to Look for in an Exposure Management Platform (And What Most of Them Get Wrong)

**Executive summary:** This article compares four exposure-management platform architectures (stitched portfolio, data aggregation, single-domain specialist, and integrated) and provides five questions to evaluate whether a platform can discover diverse exposure types, map cross-environment attack paths, validate exploitability, factor security controls, and prioritize fixes based on business impact; it argues that integrated platforms that build a digital twin and validate exploitability offer the strongest path to measurable risk reduction.