Pregnant after Birth control?

I'm on birth control due to my lack of periods and ovulating. 😩 Doctor told me I could stop after 3 months of taking it and would become pregnant in no time. Could this be true? Also, do I slowly stop taking BC or stop exactly after 3 months?