Bits2beat – Predictive Analytics is a French DeepTech startup company, spinning off out of Inria research labs based in Bordeaux, and working in the digital Health Care sector. Its purpose is the design of a medical software (SaMD), intended for doctors and their patients, delivering predictive diagnostic aid based on the analysis of heart rhythm. Its goal is the early detection of the most common asymptomatic cardiovascular diseases and the prevention of accidents. The impact of these pathologies on the population is very negative with several million deaths or disabilities each year in France (about 15% of all causes of death).