Why AI initiatives fail before the model is chosen
The most expensive AI mistakes often happen while defining the problem, not while training the model.
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AI & Operations · September 2026
Why AI initiatives fail before the model is chosen
The most expensive AI mistakes often happen while defining the problem, not while training the model.
Read the article ↗Production planning is a systems problem
Why schedules remain unstable when demand, capacity, materials, and execution are treated separately.
Read insight ↗Strategy becomes real at the operating layer
Transformation succeeds when strategic intent changes the decisions people make every day.
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