Stripe: Subscription Renewals

I am planning on setting up our theatre group memberships with Stripe payment.

I need auto renewing of memberships/subscription and I need all of them to renew on September 1 regardless of when they subscribed as our memberships go from September 1 to August 31.

Is this possible with the new Stripe tools?