Most AFP progress has come as siloed fixes, one problem at a time, which leaves an open-loop system: nothing downstream feeds back upstream. The factory of the future closes the loop with a data pipeline: models, manufacturing data and events, and quality metrics connecting design, planning, manufacturing and inspection. Heating shows why at the smallest scale.

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