It happened around 7:30pm Saturday night after a report of a carjacking in the city of Chester.
Officers say they saw a car fitting the description and followed it.
The car slammed into a building on Edgemont Avenue and Chelton Road.
Police say the only person hurt was the suspect, who is now in custody.