DatriseAI-first ETL

Salesforce Pardot to Microsoft SQL Server Integration

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

How Datrise loads Salesforce Pardot into Microsoft SQL Server

Datrise syncs Salesforce Pardot's prospects, campaigns, list emails, forms, lead scores, and engagement history 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 Pardot: B2B marketing automation scoring and nurturing leads.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Salesforce Pardot entities map to Microsoft SQL Server

Salesforce Pardot entityMicrosoft SQL Server objectNotes
prospectssalesforce_pardot_prospectsid PK · custom fields → NVARCHAR(MAX) JSON columns
campaignssalesforce_pardot_campaignsid PK · linked to salesforce_pardot_prospects
list emailssalesforce_pardot_list_emailsid PK · linked to salesforce_pardot_prospects
formssalesforce_pardot_formsid PK · linked to salesforce_pardot_prospects

FAQ

How does Datrise handle Salesforce Pardot'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 Pardot 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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