Data Catalog Integrations

Configured data catalog integrations exchange supported metadata between Qualytics and matched catalog assets. Depending on the catalog and sync direction, you can:

• Push Qualytics quality scores, active anomaly counts, active check counts, and asset links to the catalog
• Pull supported catalog tags or classifications into Qualytics as external tags during a manual sync
• Push updates for supported Qualytics events when Event Driven is enabled
• Review synchronization results and errors in the integration logs

Only assets matched by the connector are updated. Supported asset types, matching rules, and catalog-specific outputs are documented in each setup guide.

Setting Up Catalog Integration

Navigate to Settings:

Click on Integrations tab:

Click on Connect:

Supported Data Catalogs

Currently, Qualytics supports integration with the following data catalog platforms:

Atlan

The Atlan integration supports manual pull and push synchronization, plus event-driven pushes for supported Qualytics events:

• Pull Atlan tags into Qualytics as external tags
• Push Qualytics quality scores, active anomaly and check counts, and asset links to matched Atlan assets
• Control tag-name conflicts with Overwrite Tags
• Authenticate with an Atlan API token

For detailed configuration steps, see the Atlan documentation.

Alation

The Alation integration supports manual pull and push synchronization, plus event-driven pushes for supported Qualytics events:

• Pull Alation tags into Qualytics as external tags
• Push Qualytics quality scores, active anomaly and check counts, and asset links to matched Alation assets
• Show active check results in Alation's Data Health view
• Control tag-name conflicts with Overwrite Tags
• Authenticate with an Alation refresh token

For detailed configuration steps, see the Alation documentation.

Microsoft Purview

The Microsoft Purview integration connects Qualytics with Azure’s native data governance platform.

Key capabilities include:

• Pull Purview classifications and labels into Qualytics as external tags during a manual sync
• Push Qualytics quality scores, active anomaly and check counts, and asset links to matched Purview assets
• Push affected asset updates after supported Qualytics events when Event Driven is enabled

For detailed configuration steps, see the Microsoft Purview documentation.

Collibra

The Collibra integration enables metadata synchronization between Qualytics and Collibra, allowing data quality insights to be surfaced directly within Collibra’s governance workflows.

Key capabilities include:

• Pull Collibra tags into Qualytics as external tags during a manual sync
• Push Qualytics quality scores, active anomaly and check counts, and asset links to matched Collibra assets
• Push affected asset updates after supported Qualytics events when Event Driven is enabled

For detailed configuration steps, see the Collibra documentation.

DataHub

The DataHub integration connects Qualytics with DataHub to make data quality insights available within DataHub’s data discovery experience.

Key capabilities include:

• Pull DataHub tags into Qualytics as external tags during a manual sync
• Push quality dimensions, active anomaly and check counts, and Qualytics links to matched DataHub assets
• Raise or resolve a DataHub incident for active anomalies on a matched container

For detailed configuration steps, see the DataHub documentation.

Synchronization Options

Use manual synchronization for pull or push operations. Use event-driven synchronization for supported push events.

Manual Sync

Start a manual pull, push, or both for the integration's configured scope:

For detailed steps, see the Synchronization section.

Event Driven

When Event Driven is enabled on a data catalog integration, supported events push an update for the affected matched table to that catalog. This setting is enabled by default for all catalog integrations.

The following events trigger an automatic push:

For each event, Qualytics pushes quality scores, active anomaly counts, active check counts, and a link back to the asset in Qualytics. The push is scoped to the specific matched table affected by the event, not the entire datastore.

If multiple catalog integrations are connected, each integration with Event Driven enabled receives its own push. When repeated events affect the same table within a short window, Qualytics combines their updates to reduce duplicate pushes.

Overwrite Tags

The Overwrite Tags setting controls what happens during a pull sync when a tag from the data catalog has the same name as an existing Qualytics tag (global, entity, or lineage).

After a pull sync completes, any external tags that are no longer associated with any asset are automatically cleaned up.