I understand that Emerald works on the urls, is there a way that we can have sef enable for the site emerald functioning.

Absolutely.

It will work with any SEF extension. This is because any SEF extension translate URL from string to seg of GET parameters anyway. This happened after routing. And that is when Emerald start checking onAfrerRoute.