All too often, a few compromises are allowed to creep in sacrificing the goal for some short term benefit. The main rule is no one gets to corrupt good data, the hard bit is identifing good. I've been on the technical end of a few of these efforts, near everyone was scuppered by lack of leadership in terms of conflicting priorities.