Google's ML for rich snippets thinks a quarter is worth 50 cents. http://imgur.com/1nNreR2
Really parsing language for meaning is hard. Sentiment analysis, which seems simpler than this problem, still has relatively poor accuracy.
I could see it perhaps thinning out how much has to be done manually, but I don't see it removing that need entirely.