Introduction: Automated cake creation traces can process hundreds to Many cakes for each hour, improving effectiveness, customization, and shelf lifetime for giant-scale institutional bakeries. Inefficiencies normally lurk in fast paced bakery workflows-handbook preparation, inconsistent baking outcomes, and delayed packaging gradual generation an