This demonstrator is intended to validate the significant improvement of the technology intelligence processes by using natural language processing and machine learning technologies developed by Priberam in two previous R&D projects, and by creating a platform that will gather, aggregate, classify, analyze, summarize and visualize a vast set of non-structured data. The demonstrator will be validated from a technological and industrial point of view, with the purpose of commercial use in the aeronautical industry sector, by Embraer. The aeronautical industry is an excellent use case as it covers a diversity of technological areas: Structures and Materials, Propulsive Power (engine, fuel, energy, etc.), Operations and Infrastructure (airports), Safety and Security, Environment (external noise, emissions, etc.), Navigation, Flight (aerodynamics, external configuration, etc.) and Data and Energy Transmission. For Embraer, the development of more competitive products (because they consume less fuel or are more comfortable for the passengers, for example) or businesses (by reducing the development cycle, for instance) are two goals of the technology intelligence activity.