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Why Most Agentic AI Pilots Never Make It Into Revenue Workflows

Most agentic AI initiatives stall before reaching production, according to a Forbes Councils column by Eshaan Jain, who argues that fixing data, documentation and workflows may matter more than upgrading the model. The column attributes the failure of agentic AI pilots to reach revenue workflows to those operational gaps rather than model capability.

by read1 min views2 publishedSep 14, 2026
Why Most Agentic AI Pilots Never Make It Into Revenue Workflows
Image: Machinebrief (auto-discovered)

By Eshaan Jain, Forbes Councils MemberSource:

Forbes Innovation Most

agentic AIinitiatives stall before production. Here's why fixing data, documentation and workflows may matter more than upgrading the model. Get AI news in your inbox

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source & further reading
machinebrief.com — original article AI models are becoming the ‘most potent cyber weapon’ ever created, Cohere CEO says I worked at Google DeepMind. You should listen to the warnings about AI | Alex Turner AI Can See Your New Products. It Still Won't Recommend Them
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