The full potential of data in the building energy sector is still very far from being fulfilled. Tapping into it is one of the key dimensions in the ongoing green transition to come in the next decade. In this presentation, the problematics of data-driven solutions in the building sector will be introduced, as well as practical applications in the field - both at R&D and commercial levels.