Quantum information has been drawing a wealth of research in recent years, shedding light on questions at the heart of quantum mechanics [1][2][3][4][5] 13,14 , exploiting the fact that the sought state -in many applications of quantum information -is close to a pure state (and thus has low rank). Additionally, we increase the system dimension by adding an ancilla that couples to information evolving in the system, thereby providing more measurements, enabling the recovery of the original quantum state from a single-observable measurements.