Introduction: Automated cake creation traces can method hundreds to Many cakes for every hour, maximizing efficiency, customization, and shelf daily life for giant-scale institutional bakeries. Inefficiencies normally lurk in active bakery workflows-manual preparing, inconsistent baking outcomes, and delayed packaging gradual creation and inflate