Two departments report different numbers for what they call the same metric. As a BI analyst, how do you resolve this and prevent it from happening again?

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Metric conflicts between departments are one of the most common and damaging data problems in organizations. They erode trust in data and waste time in meetings arguing about which number is right. Resolving and preventing them is a critical BI analyst skill.