Introduction: Automated cake manufacturing strains can process hundreds to A large number of cakes for each hour, enhancing performance, customization, and shelf everyday living for large-scale institutional bakeries. Inefficiencies usually lurk in occupied bakery workflows-guide planning, inconsistent baking outcomes, and delayed packaging slow o