When rolling out IoT systems on a large scale, the systems are often challenged by breakdowns and lack of data, due to network errors, differences in installation, variation in sensor data, and the system's overall integrity. This article explains what happens when data from electronics become part of a supply chain, and what you need to take into account when rolling out large wireless networks in an IoT context.