How manage rating tools are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage rating tools 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 Manage rating tools inherits.
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Trigger: A regulatory mandate, shift in actuarial data, or scheduled system review initiates the need to update premium calculation engines.
Outcome: Updated rating tools are tested, approved, and deployed to production for accurate and compliant premium calculations.