If you are in New York, then you can get the PCC same day. I got mine in three hours on the same day.
If you are not in New York, then you will have to mail your documents to the Consulate in NY. I think it will take you max 2 weeks by mail. The entire process is available in Miscellaneous Consular Services section on the Indian Consulate General website.