I think the bigger question is what happens when the AI gets something wrong. A platform can automate a lot, but if agents have to constantly monitor, correct, and retrain it, some of the efficiency disappears. I would also pay close attention to the human handoff. If the agent can pass the conversation, customer context, and actions already taken to a human without making the customer start over, that’s where an AI-native help desk could have a real operational advantage.