GUIDE develops a toolbox of adaptive, multi-modal user interfaces (UIs) that target the accessibility requirements of elderly users in their home environment, making use of TV set-top boxes as processing and connectivity platform beside the common PC platform. With its software, hardware and documented knowledge, this toolbox will put developers of ICT applications in the position to easier implement truly accessible applications using the most recent user interface technologies with reduced development effort.