Return on AI: Daily — July 13, 2026
Today's edition covers four distinct topics: a specialty distributor that tied a partial AI pricing deployment to $700K in new revenue, a Forrester push to consolidate AI and HR skills into a single framework, DoorDash and Siemens cutting vendor costs by switching to Chinese AI models, and new evidence that mandated AI rollouts without clear use cases tend to produce costs without measurable returns.
The Standout Today
A specialty turtle distributor generated $700K in incremental revenue from a partial AI pricing rollout, demonstrating that targeted deployment in a narrow operational area produces measurable financial results before full implementation. The gain came without complete system integration, which sets a clear benchmark for staged AI investment. CFOs have a concrete proof point that pricing intelligence pays for itself in stages.
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