In this presentation, we will introduce a major MES system upgrade project, emphasizing the critical need for rapid recipe design specifications across numerous processes and recipes. We will explore the challenges of delivering MES recipes within tight timelines and demonstrate how AI-driven solutions significantly accelerate the specification process. Join us to discover how leveraging AI can streamline recipe creation, ensuring timely and efficient MES system upgrades.