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Commerce agents have to respect inventory truth.

Commerce2 min read

Why available stock, reserved units and location matter more than a convincing sales reply—and how to design an exception workflow around them.

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These earlier research summaries remain available for exploration. Sources and publication notes are on each article page; claims belong to the original authors. Proposed workflows are illustrations to evaluate, not customer deployments.

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