Infrastructure and operations (I&O) pros have struggled with visibility since the dawn of client/server, and today's atomized and ephemeral services make that worse. Fortunately, AI for IT operations (AIOps) capabilities promise real visibility and stability improvements. This report defines AIOps and explains how I&O leaders should choose between the two paths for deploying it.