Cleo Research Estimates OTIF Failures Cost North American CPG and Food & Beverage Manufacturers Approximately $100 Billion Annually
Roughly 90% of the estimated impact comes from indirect costs, revealing how delivery failures erode revenue, shelf presence, and retailer relationships CHICAGO — Cleo, a global leader in AI-native supply chain orchestra
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