Numbers are frequently referenced. Operational statistics offer technical confirmation. However, behaviour often matters more than raw data. A display can be operational, yet still fail to communicate. Recognising the difference helps explain why some deployments succeed. when placement matches movement. Limits of data-driven evaluation Logs confirm delivery. It supports maintenance. https://andrewoperationsnotes.blogrelation.com/46201485/breaking-down-digital-signage-systems