The combined scientific and technological aim of the project is to contrive non-invasive multi-parameter biomedical devices in order to reveal concealed fitness and health indicators. To identify complex and covariant interrelations between biomarkers and physiological metrics, thus enabling reliable estimates of fitness and health status trends of individuals, conventional biomedical assays, as well as modern multi-parameter biomedical tests, based on advanced non-invasive data harvesting and analysis, will be used. The many-fold objective of the proposed project would be to firstly ascertain the extent of correspondence between blood bioanalyte concentrations and also the kinetic parameters of which, and bioanalyte concentrations and their kinetics in sweat and urine; secondly to disentangle the interrelationships between physical and chemical parameters; and thirdly to design wearable wireless non-invasive multi-parameter devices that integrate all the necessary criteria and features, i.e. maximising end-user convenience, including minimising end-user intervention, while maintaining data integrity and reproducibility. The three-year interdisciplinary project, which for its implementation requires expertise, research methods, terminology, and data from academia and industry, will be accomplished by joint efforts from Malmö University, from Swedish small-sized enterprises, Covercast AB and Pampett AB, as well as an international company, IBM, represented in the project by IBM Svenska AB. Addressing fitness and general health issues will certainly ascertain an profuse market demand, and also, drawing on the present awareness of public spending within the health sector, significant demand from the latter is to be expected. By focusing on proper continuous multi-parameter analysis of both physical and chemical parameters, short-term scientific and also pecuniary profits should be imminent and substantial, but the long-term gains derived from knowledge-base build-up could be spectacular, when correlations and interplays yet unknown are discovered. In conclusion it is important to highlight that following the Knowledge Foundation requirements for "co-production", on the one hand, in the current project all partners invest resources and they do take certain risks. On the other hand, whereas for Malmö University the main gain would be high level publications along with improved education, companies will develop new unique products in the form of gadgets and software, as well as collect the information needed for future successful development in the competitive field of modern electronic gadgets and software for fitness applications and health monitoring.