Amundsen

Great Expectations

fivetran/great_expectations

Popular

Python framework for declaring data quality tests (Expectations) and validating pipelines; now under Fivetran.

Soda Core

sodadata/soda-core

Data quality checks written in a YAML-based language (SodaCL) that run against many data sources.

Pandera

unionai-oss/pandera

Schema and statistical validation for pandas, Polars and PySpark DataFrames.

Elementary

elementary-data/elementary

dbt-native data observability for anomaly detection, test results and lineage.

Monte Carlo

montecarlodata.com

Leading commercial data and AI observability platform for detecting freshness, volume and schema incidents.

DataHub

datahub-project/datahub

Popular

Open-source metadata platform for data discovery, lineage, governance and AI asset catalogs.

OpenMetadata

open-metadata/OpenMetadata

Unified open-source platform for data discovery, observability, quality and governance.

Atlan

atlan.com

Active metadata platform and data catalog for collaboration, lineage and AI governance.