purchases of ingredients for cosmet- ics, materials for packaging, utilities for each plant, and other plant-by-plant spending, such as the hiring of tempo- rary staff. The suppliers would send the invoices to the plant managers who were responsible for confirming that the orders were valid and correct. This confirmation process resulted in delays of up to 45 days because the process was largely manual and because plant man- agers had man

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