Americans seldom understand the actual role of the monarchy in England. The government pays them for their services and covers the costs associated with those services. (And they are far cheaper than what we spend moving the President around in any given year).
The family itself is wealthy for obvious reasons. Harry is ditching those responsibilities which brings value to the nation. That’s his crime.