It happened just after 9 a.m. on the 1600 block of Ridge Avenue.
At least one other vehicle was involved.
Crews had a section of the sidewalk blocked off as they worked to pull the SUV from the building.
No injuries were reported.
The cause of the crash remains under investigation.