Why AI infrastructure needs a new operating model

The next AI infrastructure crisis may come from unmanaged inference capacity. For the past several years, the AI infrastructure conversation centered on one question: how do we get more compute? Enterprises needed GPUs, cloud capacity, foundation models and room to experiment.