I think the distinction between response time and resolution time is the most important point here. Customers may appreciate an instant reply, but what they really remember is whether the issue was actually solved. AI can make a huge difference for repetitive requests and real time information, but the best implementations seem to focus on giving customers a useful answer rather than simply replying quickly. The challenge now is finding the right balance between automation and human support.