Introduction: Digital shelf label holders streamline retail labeling by reducing handbook labor, improving upon precision, and adapting to numerous shelving requirements for enhanced operational efficiency. in several retail environments, the rhythm of restocking and updating shelf facts often disrupts personnel workflows, causing delays and error