This is a great breakdown of how AI is changing customer experience. I especially agree with the idea that AI should augment human agents rather than simply replace them. The real value comes from combining instant, personalized support with human judgment when a situation becomes complex or sensitive.Sentiment analysis and predictive customer service are also particularly interesting because they move CX from simply reacting to problems toward identifying and solving them proactively. When businesses combine automation with strong data protection and an easy human escalation path, AI can create a much more seamless customer journey.