Abstract: A method is provided for producing a display item. Display item parameter data and user input data are received. A design prompt is generated based on the data. User uploads such as photos and other documents are also received. A personalized display item design is generated based on the design prompt and user uploads. The generated design is refined based on pre-defined system constraints. User feedback is received on the refined design. The display item design is further refined based on the user feedback. The design is refined iteratively based on the user's feedback as well as the pre-defined system constraints until the user approves the design. The display item is manufactured based on the display item design approved by the user.