AI has made enormous strides in recent decades such that most resource and implementation difficulties are a thing of the past. Companies and individuals have a greater trust of AI-assisted work processes than ever before. In chemical engineering, we are in a deep-learning and data-science era of AI research. AI methods present a new knowledge-modeling paradigm that will take engineers far beyond applied math and operations research.