When intricate Excel files are processed by large-scale models, the output frequently consists of images plagued by disorganized color schemes, inaccurate data labels, and a lack of editability. This is the prevailing reality that most AI chart tools present to their users. Such a 'one-and-done' generation approach has posed a significant obstacle for AI to penetrate the realm of professional productivity tools.