Abstract: When we try to generalize AdS/CFT correspondence to the quaternionic case, "quaternionic contact structures" arise naturally as conformal infinities of quaternionic Kähler metrics. In the talk we will address the geometry of quaternionic contact structures and the problem of filling such structure by a quaternionic Kähler metric.