Go for it! Book that baby and give yourself a target. Then you are not just jogging for fun, you are training for a half marathon!
Three months is plenty of time to get ready for it. If yo can do a 10km without falling apart, then you can do a half marathon. It's really just the same thing, just twice as fun ;-)