DatriseAI-first ETL

ActiveCampaign Azure Synapse

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

How Datrise loads ActiveCampaign into Azure Synapse

Datrise syncs ActiveCampaign's contacts, automations, campaigns, and sales pipeline updates 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

ActiveCampaign: CRM plus marketing automation and journeys.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How ActiveCampaign entities map to Azure Synapse

ActiveCampaign entityAzure Synapse objectNotes
contactsactivecampaign_contactsid PK · custom fields → NVARCHAR(MAX) JSON columns
automationsactivecampaign_automationsid PK · linked to activecampaign_contacts
campaignsactivecampaign_campaignsid PK · linked to activecampaign_contacts
sales pipeline updatesactivecampaign_sales_pipeline_updatesid PK · linked to activecampaign_contacts

FAQ

How does Datrise handle ActiveCampaign'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 ActiveCampaign to Azure Synapse sync stay up to date?

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

Related pipelines

Early access

Connect ActiveCampaign to Azure Synapse the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.