Introduction: Electronic shelf label holders streamline retail labeling by cutting down handbook labor, strengthening accuracy, and adapting to numerous shelving wants for enhanced operational effectiveness. in several retail environments, the rhythm of restocking and updating shelf data frequently disrupts workers workflows, leading to delays and