The group NEO has been participating in the European project fiQare (CELTIC 2017/2-2) since 2017, and will continue until the end of 2021, together with the University of Ankara and the companies Emergya, Secmotic and TIGA. The project proposes the development of an analysis, assessment and validation methodology by means of AI for the different Generic Enablers of the European platform FIWARE. They will be tested, improved and checked in real environments. Thanks to fiQare, the FIWARE (entity that observes the progress) community will benefit from an improvement in the quality of this extended middleware for IoT, together with improved performance and security in the applications that make use of this well-known platform.