DatriseAI-first ETL

Salesforce Marketing Cloud to Microsoft SQL Server Integration

AI-first ETL from Salesforce Marketing Cloud into Microsoft SQL Server. Governed entities, incremental sync, typed landing tables.

How Datrise loads Salesforce Marketing Cloud into Microsoft SQL Server

Datrise syncs Salesforce Marketing Cloud's subscribers, data extensions, journeys, sends, email events, and lists into Microsoft SQL Server as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.

Sync is incremental: Datrise uses a watermark on updated-at, applied with a MERGE statement, so re-runs update only what changed. Optional partitioned tables on a date partition function. SQL Server defaults to a case-insensitive collation, so Datrise preserves original casing in a metadata column to avoid silent key collisions.

Ideal for Microsoft-stack analytics and Power BI Import models.

Endpoints

Salesforce Marketing Cloud: Enterprise email, journeys, and cross-channel messaging.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Salesforce Marketing Cloud entities map to Microsoft SQL Server

Salesforce Marketing Cloud entityMicrosoft SQL Server objectNotes
subscriberssalesforce_marketing_cloud_subscribersid PK · custom fields → NVARCHAR(MAX) JSON columns
data extensionssalesforce_marketing_cloud_data_extensionsid PK · linked to salesforce_marketing_cloud_subscribers
journeyssalesforce_marketing_cloud_journeysid PK · linked to salesforce_marketing_cloud_subscribers
sendssalesforce_marketing_cloud_sendsid PK · linked to salesforce_marketing_cloud_subscribers

FAQ

How does Datrise handle Salesforce Marketing Cloud's custom fields in Microsoft SQL Server?

Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Microsoft SQL Server types.

How does the Salesforce Marketing Cloud to Microsoft SQL Server sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with a MERGE statement.

Related pipelines

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