Run AI content like a system, not a prompt queue
Explain why AI content operations need explicit inputs, workflow states, ownership, and governance before volume increases.
The move: treat AI content as production work, not a pile of generated text. A content operation has four visible parts: the work coming in, the workflow it moves through, the people accountable for each decision, and the standards that define done. AI changes the speed of drafting, but it does not remove the need for these parts. In fact, it makes them more important because a weak request can now produce a polished but unusable artifact in seconds. Use a simple operating map. Intake captures audience, goal, source pack, channel, owner, risk level, and due date. Production turns the…
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