Dyna says Din Tai Fung will scale its robots after crossing the customer ROI threshold. Dyna-2 raises napkin folding from 35 to 95 per hour with quality improving from 75% to 93%, reaching 1,590 table-ready napkins daily. The essay details the production stack: reliable episode capture, automatic SOP labeling, failure drill-downs, hardware degradation prediction, and a deployment flywheel that can reach ROI in three days.
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