For decades, organisations have built Business Intelligence (BI) and reporting capabilities on data that was, at best, imperfect but tolerable. Missing values were patched. Inconsistent definitions were explained away in footnotes. Manual reconciliations filled the gaps between systems. And, largely, this worked. But Artificial Intelligence has changed the rules.