The next phase of this shift will favor companies that are able to operate differently because of AI, not simply companies that use AI more often. That reality is creating pressure on operating structures that were originally designed for a slower business environment. It increasingly becomes part of the infrastructure through which trust is established in the first place, particularly as AI increasingly shapes how customers discover and evaluate companies. The more difficult question is how quickly organizations are willing and able to evolve around what AI makes possible. Over time, the separation between companies experimenting with AI and companies truly built to operate in an AI-first environment will become difficult to ignore.