Introduction: Automated cake creation strains can process hundreds to A huge number of cakes per hour, enhancing performance, customization, and shelf everyday living for giant-scale institutional bakeries. Inefficiencies frequently lurk in fast paced bakery workflows-manual preparation, inconsistent baking outcomes, and delayed packaging sluggish