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From Tool to Teammate: Why Your Organization Must Start Treating AI as Talent
Newspaper article

From Tool to Teammate: Why Your Organization Must Start Treating AI as Talent

Amy Wenxuan DING and Shibo Li
The AI Journal
06/04/2026

Abstract

Generative AI Enterprise AI Strategy Artificial Intelligence or Cybernetics
When you treat AI as infrastructure, you ask a limited set of questions. What data do we have, what platform should we use, and how do we integrate it with existing systems? These questions assume AI is just another tool waiting to be plugged in and switched on. This assumption is fundamentally wrong. Generative AI does not simply process information; it represents a fundamentally different capability entirely. It can understand context, reason about processes, execute multi-step workflows, and generate new things. These are not analytical functions; they are operational ones performed by digital workers.   This article provides a novel enterprise AI strategy with a roadmap for enterprises to build AI capacity in their companies.
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