Data Quality Breakdowns Trace Back to Unowned Metrics
Data quality glitches rarely arise from bad data—they’re symptoms of missing metric ownership. When sales, finance, marketing and analytics all rely on a metric without a single steward, definitions drift, fixes are short‑lived, and trust collapses. Assigning clear responsibility and governance to each metric restores reliability and cuts rework.