Shortages in healthcare workers and changing demographics ask the use of home-based care, which improves monitoring, patient compliance, reduces costs, and frees up healthcare facilities for critical needs. The REMO project will innovate continuous and unobtrusive monitoring in professional healthcare and provide support to clinicians, patients in their treatment and optimal recovery at home by providing the right information at the right time for the right person. REMO will address three healthcare market segments: the Healthcare market in general, the Remote patient monitoring market and the Healthcare AI market.