Microsoft Dynamics 365 → Azure Synapse
AI-first ETL from Microsoft Dynamics 365 into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dynamics 365 into Azure Synapse
Datrise syncs Microsoft Dynamics 365's accounts, opportunities, activities, and enterprise CRM process data 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
Microsoft Dynamics 365: Microsoft enterprise CRM and ERP suite.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Microsoft Dynamics 365 entities map to Azure Synapse
| Microsoft Dynamics 365 entity | Azure Synapse object | Notes |
|---|---|---|
| accounts | microsoft_dynamics_accounts | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| opportunities | microsoft_dynamics_opportunities | id PK · linked to microsoft_dynamics_accounts |
| activities | microsoft_dynamics_activities | datetime2 events |
| enterprise CRM process data | microsoft_dynamics_enterprise_crm_process_data | id PK · linked to microsoft_dynamics_accounts |
FAQ
How does Datrise handle Microsoft Dynamics 365'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 Microsoft Dynamics 365 to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
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Early access
Connect Microsoft Dynamics 365 to Azure Synapse the easy way
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