Introduction: Electronic shelf label holders streamline retail labeling by reducing guide labor, improving accuracy, and adapting to numerous shelving demands for enhanced operational performance. In many retail environments, the rhythm of restocking and updating shelf info usually disrupts workers workflows, leading to delays and mistakes. this k