I think regardless there is a story that goes with the top level of a product. Hence why we have shows dedicated to these things, documentaries, movies, even shark tank. Products have journeys and stories, and part of what is passed from one person to the other is the story--not just the final product. (Not that this has to be a top level thing. and not undermining the labor of many people who are just there to do their job.)
Why I bring this up is because a lot of LLM usage is geared towards building new software products. We one shot some product, and there is no journey, larger collaborated effort. And one may have the feeling "why doesn't this feel as good as building it without this tool".