The human infrastructure behind AI-ready manufacturing
I spend much of my time these days in rooms with plant heads, automation leads, system engineers and almost every conversation about "AI-ready manufacturing" starts with machines and ends with people. We talk about sensors, digital twins, predictive models, robotics on the shop floor and then someone asks, "But who's going to run all this?"
Chief Human Resources Officer at STL
For manufacturing organizations, workforce transformation is becoming a fundamental part of the infrastructure required to support AI-ready operations. It isn’t a secondary HR function or a training line item - it is as critical to performance as hardware on the shopfloor or the datapipes running through it.
The math doesn't say what people think it says
Deloitte's 2026 Manufacturing Industry Outlook estimates that more than 81% of manufacturing task hours will continue to be human-driven, even as AI adoption is expected to roughly double, from 9% to 22%, over...
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