I applied for the real I'd here, it took about 10 days to arrive in the mail. As the other person mentioned start by completing the form at home, bring it and all forms of ID with you.
The short answer is yes they do, however if you're getting the new ID for travel you need to start the process on the computer with the paperwork.
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