Witnesses said the SUV ran through the intersection and hit the front of the bank.
No one inside the bank was hurt, but the driver had to be transported to the hospital.
Officials said they do not know what caused the driver to hit the building. Four Oaks police are investigating.
Building inspectors are trying to determine the extent of damage to decide if bank can be re-opened.