This article examines how an Industrial AI intelligence platform could transform the economics of private label and contract manufacturing. It argues that the real opportunity is not simply automation, but ownership of the intelligence layer that connects retailer brands, contract manufacturers, and factory operations.
retailer-owned brands
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