This paper presents exploration prototype tools (combining visualization and human-computer interaction aspects) developed for immersive displays in the context of the IMAGE project. IMAGE supports collaboration of users (i.e. experts, specialists, decision-makers…) for common understanding of complex situations by using a human guided feedback loop involving cutting-edge techniques for knowledge representation, scenario scripting, simulation and exploration of large datasets.