Emerj Artificial Intelligence Research examines the challenges of transitioning agentic customer experience (CX) systems from pilot programs to full production environments. The article addresses the practical gaps organizations face when scaling AI agents beyond initial testing phases into widespread deployment. The piece focuses on strategies for closing these implementation gaps to achieve successful production rollouts.