The innovative software architecture developed by the EU-funded project ELASTIC is being applied to a real smart city use case on the public tram vehicles in the city of Florence, Italy. The ELASTIC framework is fostering next-generation urban mobility applications for tramway solutions through the support of big data and extreme-scale analytics.