AI
August 6, 2026
The Human Factor: What Our Community Told Us About Working Alongside AI
# AI
# Xcelerator Community
# Workforce
# Industrial AI
A pulse check on sentiment, readiness, and what industrial teams say they need next
Industry Signals
A year ago, this community was still asking whether generative AI would stick. That question has been answered. The one worth asking now is different: as AI becomes a genuine fixture of industrial work, how is it actually changing how people work, lead, and feel about their jobs?
That's the question behind our latest research effort, "The Human Factor: How the Industrial Workforce Is Experiencing AI and Automation." Rather than a formal study, we're treating this as a pulse check: a smaller, more focused read on where the SXC community stands today, put in conversation with the latest research from McKinsey, Deloitte, PwC, Gallup, and the World Economic Forum.
A few threads stood out. Sentiment toward AI has moved in a clearly positive direction over the past year, and members are more energized about where this is headed than the average industrial workforce appears to be. At the same time, members were unusually direct about what's missing. Formal strategies for managing the human side of this shift, communication, culture, workforce transition, remain the exception rather than the rule. And when we asked what would help most, the answer wasn't more tooling or more messaging about AI's potential. It was training: practical, hands-on, role-specific training.
Perhaps the most consistent theme in the open-ended responses was this: leaders tend to treat AI adoption as a technology problem, when the people closest to the work experience it as a culture problem. That gap, between how leadership frames the transition and how the workforce actually lives it, shows up again and again in this year's data, and it tracks closely with what independent research is finding across the industry more broadly.
The full report walks through the complete picture: how sentiment has shifted, where organizational effort is and isn't landing, what leaders consistently underestimate, and what members say they want from this community next, including the case studies and practical frameworks that came up most often.
If you're navigating any part of this transition inside your own organization, we think you'll find something useful in it.
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