I'd second that. My experiences, across multiple companies, are that data validity risks are drastically increased by someone not diligent & knowledgeable about implementation details.

Furthermore, that persona is also often incapable of self-checking and recognizing errors in their presented data, because they don't know how it was generated in the first place.