In this contribution, we review on-going and planned experimental programs addressing the study of the QCD phase diagram at high net-baryon densities. Several physics observables relevant for these investigations are discussed. Special emphasis is put on physics topics of interest in the energy region accessible at FAIR, currently under construction in Darmstadt, Germany.