Organizations often struggle with maintaining effective data quality frameworks despite having established ones, leading to issues like green metrics but persistent business complaints and unclear ownership of quality problems. This matters because it undermines trust in data and hampers decision-making processes, necessitating a focus on accountability, continuous review, and active participation from all stakeholders.
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