This research explores how open-source artificial intelligence tools can be integrated into a contemporary poster design process, aiming to visually examine AI’s potency, drawbacks, and trivialities within the creative workflows of graphic designers. The ultimate goal of this exploration is to formulate a generative AI process, so that the training model can intuitively understand the purpose and messaging of a certain poster design and, thus, generate appropriate new layouts.