This AI workshop, presented in Spanish and hosted by Spain AI, was conducted by Javier. Spain AI is a non-profit organization founded in 2017 with the goal of democratizing AI across Spain. In this session, Javier discussed federated learning (FL) use cases, its functioning, the Flower toolkit, and provided a demo.