Data Quality Monitoring Explained
Most data quality problems are discovered the wrong way round: a stakeholder notices a number that looks off in Power BI, and only then does anyone go looking for the bad record sitting three tables upstream. The Numlytics Data Quality Monitor flips that – a governed check registry and live Power BI dashboard that catches failing records before they reach a report, running on SQL Server, Oracle, MySQL, or Microsoft Fabric with no external service and no data leaving your environment.