Beyond AI Hype Five Key CX Lessons for 2026
Artificial intelligence has dominated discussions about customer experience (CX) in recent years, but experts warn that it is becoming an overused solution. Many companies still default to adding AI agents to cut costs, improve service, or prove innovation, but CX leaders are taking a more cautious approach. They emphasize that while AI can help, it also raises critical questions: Who is overseeing it? Does the customer retain control? What happens when AI makes mistakes? And does the interaction actually resolve the issue?
One key lesson is that AI governance is now a core part of CX. Heath Ramsey of ServiceNow highlights the lack of visibility in customer-facing AI use cases. Thames Valley Police offers a practical example with its AI assistant, Bobbi, which automates 75% of eligible contacts but escalates sensitive cases to human operators. Tom Boyd of Salesforce describes Bobbi as 'the first digital member of our staff,' emphasizing the need for AI oversight similar to human employee management. Vangie Cleversey of Acquia warns against unchecked AI agents, stating, 'The companies I worry about are the companies where agents run free.'
Another critical insight is that deflection is not the same as resolution. Antoine Nasr of Forethought argues that deflected tickets do not indicate whether issues are resolved. Bluecrest's healthcare provider found that customers used self-service for flexibility, not just to reduce calls. Russell White of Bluecrest notes, 'The first thing you find is that the anecdote and reality are two different things.' Context is also crucial, as customers expect seamless transitions between AI and human agents without repeating information. Craig Cotton of Concentrix points out that even a 1% failure rate can result in millions of poor interactions.
AI is altering human roles by handling routine tasks, leaving agents to manage more complex, emotional, or urgent interactions. Danny Wareham of Firgun emphasizes that AI should remove routine work so humans can focus on understanding context, showing judgment, and building trust. Mitch Lieberman of TELUS Digital warns that technically resolved interactions may still fail to satisfy customers. Finally, while AI aids product discovery, Kiri Masters notes that only 6% of shoppers would buy based on AI recommendations alone. Christina Augustine of Bloomreach highlights that better customer signals should lead to more useful, not intrusive, experiences.