Even though reputable third-party providers have data governance frameworks and performance metrics in place, it is important to recognise inherent bias and that data quality governance is not often their core capability. Data quality must be independently and routinely monitored and validated. If access to the data can be obtained, an independent audit can often uncover widespread error for which regulatory breach and costly remediation is a legitimate risk.
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