Most companies adopt AI tools. Few build the infrastructure that determines whether AI becomes embedded capability or rented dependency. This tag covers the judgment gap AI opens, the governance it requires, and what it takes to build teams that improve with AI rather than outsource their thinking to it. The question isn't whether to use AI. It's what you build so it lasts.