Okay, I was confused as I thought you were referring to application logging and not logging that occurs in the data layer. With a normalized and well defined s

Okay, I was confused as I thought you were referring to application logging and not logging that occurs in the data layer. With a normalized and well defined schema, such inconsistent data is impossible. I guess your point is then to have a well defined process on how to go about resolving this when things go awry -- an important point that makes sense.