Obverse implemented an enterprise dimensional data warehouse for the Government of the District of Columbia’s Office of Tax and Revenue (OTR). This data warehouse plays a major role in the City Council’s passed law “Clean Hands” by providing a mechanism to determine which individuals and businesses are to be denied city services if they have indebtedness to the city of more than $100.