An instant “I’m looking into this” message doesn’t add much value if the customer still has to wait for the real answer. That’s why I think the more useful metric is time to successful resolution, not simply first response time. AI can handle repetitive questions, order status, returns, account issues, and other straightforward requests immediately. But the real test is whether it has enough context and access to the right systems to actually resolve the issue.