This article describes approaches to improve the situation regarding particular target groups, such as drug users, sex workers, (undocumented) migrants and youth at risk. The experiences of the activities of Correlation - The European Network on Social Inclusion & Heath - illustrate concrete examples of interventions and skills building, taking into account elements as empowerment and the impact on policy debate.