Smart and IoT-enabled products like the Healthbox 3.0 generate a lot of (real-time) data. To turn this data into smart services for end-users, Renson needs a capable, scalable and flexible platform. To enable these capabilities Renson has been focusing on building a data platform that is equipped to handle the incoming data flow efficiently while exploiting the incoming data to generate additional value for the customers. This platform has been designed using a cloud-first approach on Azure. The data platform is there to create better products and to deliver better customer service. Some use-cases already realised are: Assessment of de installation quality, Uncovering of the need for (software) correction in sensors, optimizing comfort (such as air quality, temperature, …) by taking user preferences and building properties into consideration.