DatriseAI-first ETL

Webflow to Azure Synapse Integration

AI-first ETL from Webflow into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Webflow into Azure Synapse

Datrise syncs Webflow's collections, collection items, sites, fields, form submissions, and publish events into Azure Synapse 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 COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.

Ideal for Azure analytics estates feeding Power BI.

Endpoints

Webflow: Visual website builder with a structured CMS.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Webflow entities map to Azure Synapse

Webflow entityAzure Synapse objectNotes
collectionswebflow_collectionsid PK · custom fields → NVARCHAR(MAX) JSON columns
collection itemswebflow_collection_itemsid PK · linked to webflow_collections
siteswebflow_sitesid PK · linked to webflow_collections
fieldswebflow_fieldsid PK · linked to webflow_collections

FAQ

How does Datrise handle Webflow's custom fields in Azure Synapse?

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 Azure Synapse types.

How does the Webflow to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

Related pipelines

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