Data Quality Monitoring With Anomaly Detection And Data Profiling

via “data profiler with statistical analysis and anomaly detection”

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

Unique: Integrates statistical profiling directly into the metadata catalog with historical tracking and anomaly detection, enabling data quality baselines to be understood and monitored as part of metadata management

vs others: Simpler than dedicated profiling tools (Great Expectations) but integrated with lineage and ownership; sufficient for teams wanting profiling as a metadata feature rather than standalone platform