Apple has shared the following information surrounding Bundle ID:

• Bundle ID Is Now Editable Before Binary Submission. If you have not submitted a binary for review, and your app is not using Game Center or the iAd Network, you will now be able to edit your app's assigned Bundle ID in iTunes Connect.
To change your app's Bundle ID, click Edit next to your Bundle ID in the Manage Your Applications module.

Just an FYI