It takes about 24 hours after delivery before the app will work.
You can download and sign in now but it will say something like no car associated with this account.
Tesla assign your car to your account on the day of delivery so that you can digitally sign their iPad indicating you have taken delivery.
I'm told more changes are required after that before the App works.