Implementing customer segmentation in large-scale enterprises often faces challenges like managing vast and diverse data sets and integrating insights across various business departments. These challenges can be overcome by investing in robust data management systems, utilizing advanced analytics segmentation tools, and fostering cross-departmental collaboration to ensure a unified segmentation and customer strategy approach.