Our actions and decisions are only as good as the data we use to rule them. That being true, when designing complicated systems, ensure the integrity of the data set involved becomes enormously important. Obviously, the data that resides in a system should be accurate. However, it also needs to have integrity, which means consistent and not unnecessarily redundant. A good data set is invaluable. Done well, it puts all of the data elements in…