A key takeaway is that AI customer support shouldn’t be measured by how many conversations it can automate, but by how effectively it can resolve customer problems. The combination of accurate knowledge, useful integrations, smart human handoffs, and continuous monitoring is what turns an AI agent from a chatbot into a genuinely valuable support system.