Except go (and all other well defined games) are the most trivial of domains. For real business problems, the difficulty is most often trying to determine what the problem is and how it relates to the rest of the world.
Another way of saying this, is you don't really need the same level of domain expertise if the problem space is entirely defined by a small set of clearly articulated rules.