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AI Has Become A New Enterprise Resource: Why Are Some Still Managing It Like Software?

Forbes Councils member Irina Shymko argues that enterprises are mismanaging AI by treating it as conventional software, a practice that fails to capture its unique value as a strategic resource. Shymko contends that AI demands a new management approach, distinct from traditional software lifecycle practices, to fully realize its potential.

read1 min views1 publishedAug 14, 2026
AI Has Become A New Enterprise Resource: Why Are Some Still Managing It Like Software?
Image: Machinebrief (auto-discovered)

By Irina Shymko, Forbes Councils MemberSource:

Forbes InnovationWhy Are Some Managing AI Like Software Vs. A New Enterprise Resource?

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source & further reading
machinebrief.com — original article Zhipu AI releases GLM-5.3, claims it's the strongest open-weights coding model Why Operating Leverage Will Define The Next Decade Of Leadership Why AI Agents Fail In Production And What The Execution Gap Means
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