How manage marketing operations are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage marketing operations 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 marketing operations inherits.
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Trigger: The approval of an overarching marketing strategy and the release of the annual marketing budget.
Outcome: Operations—encompassing processes like marketing budget management, agency coordination, and marketing technology administration—are actively coordinated to optimize campaign performance against business goals.