Exchange and SharePoint on Source Domain permanently while moving all the users to Target Domain

If we leave Exchange, SharePoint and some other applications on Source Domain permanently while moving all the users to Target Domain, do I need to leave these application groups on source domain and permanently have Directory Sync on?

Or can I move all the groups to Target domain and manage all users and groups on Target Domain?