What do you think? Is complex logic, that tries to predict consistency in your data when there is not, in your modeling layer a sign of a much deeper problem??

The more I think about this the more I think data people shouldn’t be held responsible to fix problems in the source systems in business processes.

It’s setting them up to fail!