Optimal healthcare supply today requires the extensive usage of Information and Communication Technologies (ICT) to reduce the emerging costs and to ensure high quality standards. With FitPit - The Fitness Cockpit the authors are investigating concepts, methods and algorithms to implement an information system which will cope with the increasing problems in rehabilitation. Caused by the demographic change there is a growing number of patients with a need for rehabilitation. However, the success of a rehabilitative treatment depends mostly on the knowledge of the physiotherapist who prepares the training schedule. Caused by the increasing market demand, more unskilled staff will be employed.