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Nate B. Jones May 17, 2026

When to Automate, Build, Buy, Hire, or Wait on AI

Summary

The transcript discusses the challenges and potential pitfalls of implementing agentic AI projects, with Gartner predicting that over 40% of such initiatives will fail by 2027 due to issues like unclear costs, undefined business value, and inadequate risk controls. The key message emphasizes that successful AI investment is not about the technology itself, but about understanding and reshaping work processes to drive genuine value, requiring organizations to look beyond vendor promises and focus on the fundamental workflow improvements. The practical takeaway is that companies should prioritize a deep examination of their work structures and value creation potential before investing in AI solutions, rather than getting distracted by technological offerings.

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