The article examines five countries that had already integrated AI into their governmental and operational systems prior to ChatGPT’s public release, offering insights into early AI adoption at scale. The piece suggests that customer experience leaders can extract valuable lessons from these nations’ approaches to implementing and managing AI infrastructure. The analysis highlights practical strategies and outcomes from established AI implementations that predate the recent generative AI boom.