Data Quality & Testing Tools
Validate, monitor, and govern your data pipelines to ensure reliable, trustworthy data.
GR
Great Expectations
Open-source data quality framework for validation, profiling, and documentation.
Data Quality / Testingvalidationprofiling
SO
Soda
Data quality testing and monitoring platform with SQL-based checks.
Data Quality / Testingmonitoringtesting
MO
Monte Carlo
Data observability platform that detects, resolves, and prevents data issues.
Data Quality / Testingobservabilityanomaly detection
DA
Datafold
Automated data quality testing and CI/CD for data pipelines.
Data Quality / Testingdiff testingCI/CD
AT
Atlan
Modern data catalog and governance platform for collaborative data teams.
Data Quality / Testingdata cataloggovernance
EL
Elementary
Open-source data observability built for dbt, with anomaly detection and alerts.
Data Quality / Testingdbtobservability
AN
Anomalo
AI-native data quality monitoring platform that uses machine learning to detect anomalies without writing rules.
Data Quality / TestingmonitoringAI
AC
Acceldata
Enterprise data observability platform covering data quality, pipeline health, and infrastructure at petabyte scale.
Data Quality / Testingobservabilityenterprise
CO
Collibra
Enterprise data intelligence platform providing data governance, catalog, lineage, and policy management at scale.
Data Quality / Testinggovernancedata catalog
AL
Alation
AI-powered data catalog and governance platform for data discovery, stewardship, and compliance.
Data Quality / Testingdata cataloggovernance
BI
Bigeye
Data observability platform with lineage-aware automated anomaly detection for enterprise data teams.
Data Quality / Testingobservabilitylineage
11 tools