Pillars
Data catalog
Discover and document datasets your teams own.
Data contracts
Encode schemas and rules between producers and consumers.
Lineage
Trace transformations from source to destination.
Impact analysis
See downstream effects before you change schemas.
Semantic layer
Publish consistent metrics and dimensions for analytics tools.
How governance shows up in daily work
- Analysts search the catalog instead of asking in chat which table is canonical.
- Engineers attach contracts to pipelines so breaking changes fail CI or prod checks.
- On-call uses lineage to find which dashboards broke when an upstream column disappeared.
- Product managers review impact analysis before deprecating an event property.
Governance features vary by plan. Enterprise tiers include catalog and contracts; lineage and impact analysis may require Premium or Premium+ add-ons.