AI in CX: Orchestration Gap Limits Real Outcomes

A Talkdesk and NewtonX survey of 252 senior leaders finds 98% of organizations use AI in customer experience, but only 15% pair agentic AI with the orchestration needed to resolve customer needs end to end. While 81% are piloting AI agents, just 19% have scaled beyond a single use case. The top barriers are compliance, security, disconnected systems, and legacy infrastructure — not AI model quality. CXA Leaders, the top 15%, are four times more likely to report major customer satisfaction gains and twice as likely to run revenue-oriented automations compared to less mature organizations.