Contact tracing systems: which is their scope and how do these system works both form a clinical and technological point of view? Luca Foresti, CEO of Centro Medico Santagostino, discusses the topic, addressing data privacy and the role of technological giants and the main problems that emerged in the implementation of the Italian contact-tracing app Immuni.