Many unsolved practical issues, from technical and scientific to ethical, legal and economic topics, are slowing down the translation of Personalized Medicine principles into medical practice. The Italian Society of Personalized Medicine exposes here its point of view, based on the real-world practice of precision medicine carried-out in Italian healthcare structures.