Validation, in his view, must extend into exposure itself: checking not just locations, but total sums insured, splits between building and contents, and key construction details. With that foundation, he said, it becomes much easier to run portfolio‑wide analytics, identify cross‑peril hotspots and react quickly when new hazard information emerges.