There's another fast food chain that's kind of like this: Five Guys Burgers and Fries. Best burgers I've ever had. And they only serve burgers and fries (the occasional drink, maybe, if you're lucky and you ask nice) and that's it. They make everything from scratch.
I think focusing on something simple and making it super-special is a great way to make a business.