Kisio develops mobility services that enable public transport professionals to better satisfy customers and develop their business.


Le Laboratoire de Probabilités, Statistique et Modélisation (LPSM) is a leader research team for the  mathematics of chance domain. Very various thematics are studied from fondamental mathematics to applied issues such as medicine, social sciences, astrophysics, finance or insurance.


The RATP Group is a state-owned public transport operator and maintainer headquartered in Paris, France. It designs, operates and maintains transport modes on behalf of their passengers, in France and in the rest of the world.



SNCF Group is a public service company, offering a full range of mobility solutions across six business lines. Its mission: bringing the freedom of effortless mobility and a greener planet to all.