For more than a decade, IoT has played an important role in capturing physical world data. Sensors, tags, and connected devices have made it possible to observe physical environments, assets, and conditions with increasing granularity. In many deployments, that data has delivered meaningful value within specific functions – improving visibility, informing decisions, and enabling more responsive operations.