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The Factory Floor’s Newest Worker Runs on a Model

calendar_today October 13, 2026 person Tim Freestone domain kiteworks

A new engineer on a production line does not get access to every design file on day one. They get access scoped to their project, oversight from a lead engineer, and a record of what they touched. Most manufacturers deploying AI agents against PLM and file-sharing systems skip all three.

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