Individual availability of information and communications technology (ICT) has enabled “Personal Health” applications like the continuous ubiquitous telemonitoring of vital signs. The concept of Ambient Assisted Living (AAL) goes beyond health and care applications utilizing home automation technology for supporting individuals with specific needs, particularly enabling elderly to live in their accustomed home as long as possible. These users usually suffer from more than one disease and need compensation of several impairments. Most current AAL projects and products however provide insulated solutions addressing only a small selection of these user needs. For comprehensive dynamic system adaptation to changing user needs an open platform supporting interoperable components is required. While the industry-driven Continua Health Alliance developed a corresponding Personal Health ecosystem, the ongoing European project universAAL aims at a universal platform for both AAL and Personal Health applications.