Plume Labs is a French start-up which aims, helped by open data, at providing to citizens information on their exposure to air pollution. Today, such information is already given for an increasing number of megalopolis through a mobile application but our final goal is to provide pollution levels at any point on the globe. To achieve this, we are using and/or developing physical models as well as artificial intelligence tools which could be merged in a near future.