Method:CRM to Azure Synapse Integration
AI-first ETL from Method:CRM into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Method:CRM into Azure Synapse
Datrise syncs Method:CRM's contacts, opportunities, estimates, invoices, activities, and customers 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
Method:CRM: CRM that syncs two-way with QuickBooks records.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Method:CRM entities map to Azure Synapse
| Method:CRM entity | Azure Synapse object | Notes |
|---|---|---|
| contacts | method_crm_contacts | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| opportunities | method_crm_opportunities | id PK · linked to method_crm_contacts |
| estimates | method_crm_estimates | id PK · linked to method_crm_contacts |
| invoices | method_crm_invoices | id PK · linked to method_crm_contacts |
FAQ
How does Datrise handle Method:CRM'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 Method:CRM 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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