Agentic decisions are only valuable when they're trusted. A decision can draw on many forms of reasoning at once — rules where logic is deterministic, agentic inference where judgment is needed, and human validation when clinical or financial risk is high. This makes every payment decision transparent, explainable, and fully traceable to the policies, evidence, reasoning, and human feedback behind it — creating an audit trail that supports internal oversight, regulatory compliance, and provider review.