The accident happened shortly before 6:00 a.m. at the intersection of 52nd and Chestnut Streets.
The building the ambulance crashed into is a Philadelphia Gas Works service center.
A woman in her 60s was taken to the Hospital of the University of Pennsylvania.
There is no word on what caused the ambulance driver to lose control.