Real ChatGPT answer · index seeddNgfNJdfZqIcompleteB2B software · data and analytics platformscommercial
What are the best open source alternatives to expensive enterprise data catalogs that can help us pass our upcoming data governance audit without buying commercial licenses?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best open source alternatives to expensive enterprise data catalogs that can help us pass our upcoming data governance audit without buying commercial licenses?
4 real searches · 1 real-search pass
OpenMetadata DataHub Apache Atlas Amundsen open source data catalog governance features lineage glossary policies integrations 2026Google ↗
OBSERVED
OpenMetadata documentation governance workflows data quality lineage glossary open source licenseGoogle ↗
OBSERVED
DataHub documentation governance domains glossary assertions lineage open source licenseGoogle ↗
OBSERVED
Apache Atlas features classification lineage glossary access control official documentationGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
OpenMetadata DataHub Apache Atlas Amundsen open source data catalog governance features lineage glossary policies integrations 2026 Google ↗
OpenMetadata documentation governance workflows data quality lineage glossary open source license Google ↗
DataHub documentation governance domains glossary assertions lineage open source license Google ↗
Apache Atlas features classification lineage glossary access control official documentation Google ↗
- OpenMetadata · open-metadata.org
- GitHub · github.com
- Documentation · docs.open-metadata.org
- DataHub · datahub.com
- GitHub · github.com
- Documentation · docs.datahub.com
- Apache Atlas · atlas.apache.org
- GitHub · github.com
- GitHub repository · github.com
- GitHub - open-metadata/OpenMetadata: The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents. · github.com
- Best Open-Source Data Catalogs: A Practical Shortlist · datacatalog.net
- Open-source data catalogs compared: OpenMetadata, DataHub, Atlas · deployopen.com
- OpenLineage · openlineage.io
- Marquez · marquezproject.ai
- Great Expectations · greatexpectations.io
- Apache Ranger · ranger.apache.org
- dbt · getdbt.com
- GitHub - OpenLineage/OpenLineage: An Open Standard for lineage metadata collection · github.com
- About OpenLineage · openlineage.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenMetadata DataHub Apache Atlas Amundsen open source data catalog governance features lineage glossary policies integrations 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenMetadata documentation governance workflows data quality lineage glossary open source license OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DataHub documentation governance domains glossary assertions lineage open source license OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Atlas features classification lineage glossary access control official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |