Introduction: Automated cake production traces can approach hundreds to Countless cakes for each hour, enhancing efficiency, customization, and shelf life for giant-scale institutional bakeries. Inefficiencies usually lurk in occupied bakery workflows-handbook preparing, inconsistent baking outcomes, and delayed packaging gradual manufacturing and