Scott Walker, Wisconsin’s conservative governor, is reputed to be one of the most divisive politicians in America. But in one complicated situation, he’s brought people together: Wisconsinites of every political stripe agree that his cumbersomely named Wisconsin Economic Development Corporation, or WEDC, is a big mess.

Here’s the thing, though: WEDC...