Cooking time can vary greatly based on the type of rice you use and the distribution of heat on your stove. Use your best instinct to add more water or dial up the cooking time until you get the right texture on the rice.
That said, pre-soaking the brown rice anywhere from 6 hours to overnight before you cook this dish cuts down on the cooking time by around half