This research examines the potential of automating flowchart creation by combining ChatGPT, an advanced language model, and Draw.io, an intuitive diagramming tool. The process begins with inputting a workflow description into ChatGPT, which generates Mermaid code to be converted into a visual flowchart in Draw.io. This approach was tested in discrete manufacturing systems courses, where students often struggle to design flowcharts for complex processes. The study is categorized as development research and involves needs analysis, system design, implementation, testing, and evaluation. Results indicate that this method significantly reduces the time and effort needed to create flowcharts, particularly for students without an IT background. Although manual adjustments are still required to meet certain standards, the offered automation provides a solid foundation for further development. The integration of ChatGPT and Draw.io has the potential to enhance understanding of complex systems across various fields, allowing students to focus on analysis and problem-solving rather than time-consuming diagram creation.