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TechRadar · November 5, 2026 · On the brief until November 19, 2026

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

AccountingBusiness AnalyticsInformation Systems
THE AI ANGLE
Handling and interpreting enterprise data

Automated reporting systems process flawed inputs through multiple calculations until the final metrics appear credible. Teams must now place validation rules directly at data entry rather than auditing finished reports. Organizations also need to preserve traceability back to original source data.

Summary written by AI Business Lens with an AI model from the article at techradar.com. It is not the article, and the publisher has not reviewed it. For publishers.

THE TEACHING ANGLE
Relying on automation speeds up reporting but removes the human scrutiny that catches implausible inputs.

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