How calculate benefits are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Calculate benefits sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Calculate benefits inherits.
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Trigger: An assessment of covered damages is completed and verified against the active policy.
Outcome: The exact monetary benefit payable to the claimant or vendor is determined and approved for payout.