An approach to interdisciplinary value creation based on an open sensor network was presented by KIT TECO at the workshop “IoT applications that create value for industry” ([http://iot-conference.org]). Till Riedel showed SmartAQnet’s approach to increase the spatial and temporal measurement resolution for PM values with the help of various sensors to enable new applications. In particular, challenges of different data qualities and new business models based on the Internet of Things were discussed.