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Applied AI·November 5, 2026·1 min read

When bad data looks right: The hidden risk of automated reporting

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Automated reporting turns bad inputs into confident-looking dashboards—amplifying, not catching, upstream data issues. If you’re rolling out AI or BI automation, invest first in data quality checks and anomaly detection, or you’ll be optimizing against fiction.