Stir together onion, pepper, garlic, tomatoes, rice, chili powder, oregano, jalapeno, sausage and 1 1/2 cups water in slow cooker bowl. Cover and cook on HIGH for 3 hours or LOW for 5 hours.
Stir in cilantro; serve with sour cream and cheddar cheese, if desired.