AI is the most important force for change in modern society, but it remains normal for students who are completing compulsory education to know nothing about how it works, about the opportunities it creates and about the care they should take when using it. In a Europe that fights for the promotion of digital, the approach to AI in education is as urgent as necessary. It is with this concern in mind that the main motivation for this project arises, to create a complete system that allows VET Teachers to be trained, and VET Students to be engaged in AI projects focused on solving sustainability challenges, by providing a set of tools, strategies and approaches. This system will comprehend an AI KIT (microprocessor, cameras, sensors and actuators), the creation of MooC to capacity teachers - AI-SAVES: Artificial Intelligence and Sustainable Automated Vision for Environmental Solutions, the creation of a resource Hub (AI-SAVES@ProjectHub) that allow sharing pedagogical projects to the VET community, and the creation of a network of #AI-SAVES VET clubs in the schools involved to spread the knowledge and allow further developments.