Applications where AI is directly in the user interaction loop benefit the most from Makora's high tok/s/user inference API. Products like coding agents, voice assistants, AI search, customer support copilots, and browser-use agents feel dramatically better when responses stream quickly and continuously, because every delay blocks the user’s next action. In general, the more conversational, iterative, or real-time the workflow is, the more important high interactivity becomes.