The AISA article catalog

AISA Articles

Owner’s notes on the industrial questions that matter today — diagnostics, practitioner-centered industrial systems, plant-floor judgment, and the thinking behind FaultAssist. New pieces added regularly.

Jul 5, 2026Workforce Development

The Next Manufacturing Advantage: Turning Every Fault Into Workforce Development

Uptime is no longer the only measure that matters. The better question after every fault is whether the person who worked it left more capable — and that shift turns support into workforce development.

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Jul 1, 2026Human-Centered AI

The Missing Half of the Ford Lesson

Ford replaced its inspectors with AI — then hired the experts back. If tacit knowledge is strategic capital, the real question is how you transfer it into a system without losing the human. That part is now possible.

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