In the last few years terms like connected, intelligent or smart cities have gained popular appeal, together with an increasing association to technology innovation. Underlying methods and business models, such as data analytics or open data have become part of the dialogue. The presentation looks at data analytics in particular and discusses how it contributes to crossing the chasm between the many promises of the intelligent cities and the reality of urban organizational structures and decision-making.