See the direction of business spend
Coupa + MIT Data Science Lab move beyond sentiment surveys.
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Predicting the future of business spend, faster
Coupa + MIT Data Science Lab move beyond sentiment


In high-value, make-to-order manufacturing, precision is a financial necessity. Because industrial machinery is highly customized, any missing part can halt an entire line and idle multimillion-dollar assets. This paper outlines a practical blueprint to shift from siloed procurement to a unified, margin-protecting strategy.
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