DatriseAI-first ETL

Sendinblue Microsoft SQL Server

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

How Datrise loads Sendinblue into Microsoft SQL Server

Datrise syncs Sendinblue's records, events, and configuration objects 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

Sendinblue: SaaS or API data source for analytics and warehouse sync.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Sendinblue entities map to Microsoft SQL Server

Sendinblue entityMicrosoft SQL Server objectNotes
recordssendinblue_recordsid PK · custom fields → NVARCHAR(MAX) JSON columns
eventssendinblue_eventsdatetime2 events
configuration objectssendinblue_configuration_objectsid PK · linked to sendinblue_records

FAQ

How does Datrise handle Sendinblue'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 Sendinblue to Microsoft SQL Server sync stay up to date?

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

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