The origin of the matter-antimatter imbalance in the universe is one of the grand puzzles of modern physics. Searches for Electric Dipole Moments of charged hadrons within the JEDI collaboration can shed the light on the new sources on the CP-symmetry violation which could explain the observed preponderance of matter in our world.