Law enforcement agencies are increasingly using algorithmic predictive policing systems to forecast criminal activity and allocate police resources. For instance, New York, Chicago, and Los Angeles use predictive policing systems built by private actors, such as PredPol, Palantir and Hunchlab. However, predictive policing is not a panacea to eradicate crime and many concerns raised on the inefficiency, risk of discrimination, as well as lack of transparency. The necessity of protecting fundamental rights has to be reiterated in the algorithmic society. To do it, adapted tools must be deployed to ensure proper enforcement of fundamental rights. Some ethical principles need to be put in place in order to effectively protect fundamental rights and to reinforce them. I argue that while the European constitutional and ethical framework is theoretically sufficient, other tools must be adopted to guarantee the enforcement of Fundamental Rights and Ethical Principles in practice to provide a robust framework, for keeping human rights a central place. Algorithmic Impact Assessment (AIA) constitutes an interesting way to provide a concrete governance of automated decision-making.