The City Council of León intends to have a technological infrastructure that supports its management tasks, through which the City Council's own resources (people, infrastructure, equipment, etc.) will be optimized in favor of efficiency in its daily activity. At the same time, we want to have a systematization of the process of extraction and publication of information and analysis, which can be made available and direct use of the different public and private agents with an interest in the process: municipal staff, citizens, businessmen, visitors, etc._x000D_ he object of the project, as a transversal line, is the implementation and development of a city model based on knowledge, through the implementation of a Business Intelligence, Big Data and Internet of Things (IoT) system. As a starting point, and configured as vertical lines, dependent on the aforementioned transverse line, the following:_x000D_ _x000D_ • Urban mobility and traffic, by integrating the different linked services and improving the management of the bike park available to the public._x000D_ • Efficiency in energy consumption in municipal buildings, through the incorporation of analysis records and improvement of consumption._x000D_ • Environment (MSW, street cleaning and air quality), through its sensorization with devices adjusted to the so-called “Internet of Things (IoT)”.