A claims evidence model should capture claim type, policy references, document sources, missing evidence, risk indicators, recommended route, reviewer decision, and follow-up owner.
Keep generated summaries tied to source documents so adjusters can inspect context before acting.
Use the same evidence fields in dashboards so quality teams can see where AI reduces cycle time and where specialist ownership remains necessary.