Salesforce Commerce Cloud → Azure Synapse
AI-first ETL from Salesforce Commerce Cloud into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Salesforce Commerce Cloud into Azure Synapse
Datrise syncs Salesforce Commerce Cloud's contacts, accounts, deals, activities, and lifecycle 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
Salesforce Commerce Cloud: Enterprise CRM for complex sales, service, and revenue operations.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Salesforce Commerce Cloud entities map to Azure Synapse
| Salesforce Commerce Cloud entity | Azure Synapse object | Notes |
|---|---|---|
| contacts | salesforce_commerce_cloud_contacts | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| accounts | salesforce_commerce_cloud_accounts | id PK · linked to salesforce_commerce_cloud_contacts |
| deals | salesforce_commerce_cloud_deals | id PK · linked to salesforce_commerce_cloud_contacts |
| activities | salesforce_commerce_cloud_activities | datetime2 events |
FAQ
How does Datrise handle Salesforce Commerce Cloud'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 Salesforce Commerce Cloud to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
More destinations for Salesforce Commerce Cloud
- Salesforce Commerce Cloud → Spreadsheets
- Salesforce Commerce Cloud → Airtable
- Salesforce Commerce Cloud → CSV Files
- Salesforce Commerce Cloud → MongoDB
- Salesforce Commerce Cloud → Supabase
- Salesforce Commerce Cloud → Neon
- Salesforce Commerce Cloud → PlanetScale
- Salesforce Commerce Cloud → Amazon DynamoDB
- Salesforce Commerce Cloud → Looker
- Salesforce Commerce Cloud → Looker Studio
- Salesforce Commerce Cloud → Microsoft Power BI
- Salesforce Commerce Cloud → Tableau
More sources for Azure Synapse
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- Less Annoying CRM → Azure Synapse
- Streak → Azure Synapse
- Apptivo → Azure Synapse
- folk → Azure Synapse
- Clay → Azure Synapse
- Day.ai → Azure Synapse
- Twenty CRM → Azure Synapse
- Maximizer CRM → Azure Synapse
- Method:CRM → Azure Synapse
- EngageBay → Azure Synapse
- Megaplan → Azure Synapse
Early access
Connect Salesforce Commerce Cloud 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.