This is simply a mismatch between how UI is generated in AI tools and how products are actually built. So instead of avoiding constraints such as branding and data, they need to be integrated into the generation process. This way, the UI becomes more valuable and can be used to continue to iterate past a demo or proof of concept (POC) phase.