A really good point is that AI CX should be judged by outcomes, not just how many conversations it can handle. If AI can understand the customer, access the right information, complete simple tasks, and smoothly hand off more complex issues to a human, that’s where it becomes genuinely useful. Accuracy and customer effort also seem especially important because a fast but frustrating experience can do more harm than good.