In the dynamic realm of chemical production, enhancing process design plays a paramount role in ensuring yield. Advanced process design methodologies leverage innovative tools and techniques to develop workflows that are not only financially sound but also sustainable. These methods often utilize modeling to predict and optimize process parameters