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The_Human_Factor.pdf

An Xcelerator Community Pulse Study

A community “pulse check” on how AI and automation are reshaping industrial work alongside the latest independent research on the same questions. This is the second annual research effort from the Siemens Xcelerator Community, following last year's study of generative AI adoption. This year's edition shifts the lens to the human and organizational side of that transformation.


The Human Factor: How the Industrial Workforce Is Experiencing AI and Automation

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The Human Factor: How the Industrial Workforce Is Experiencing AI and Automation

An Xcelerator Community Pulse Study

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