The tow company will (per state law) file for abandoned title and take ownership of any vehicles left unclaimed at the tow yard (after the impoundment period has expired, when applicable), and you could be charged an abandoned vehicle fee.
The city has contracted with All City Towing for towing and impound services:
All City Towing
922 E. Gilbert Drive
Tempe, AZ 85281