Top Producer → Azure Synapse
AI-first ETL from Top Producer into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Top Producer into Azure Synapse
Datrise syncs Top Producer'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
Top Producer: Real estate CRM for leads, listings, and agent follow-up.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Top Producer entities map to Azure Synapse
| Top Producer entity | Azure Synapse object | Notes |
|---|---|---|
| contacts | top_producer_contacts | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| accounts | top_producer_accounts | id PK · linked to top_producer_contacts |
| deals | top_producer_deals | id PK · linked to top_producer_contacts |
| activities | top_producer_activities | datetime2 events |
FAQ
How does Datrise handle Top Producer'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 Top Producer 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 Top Producer
More sources for Azure Synapse
- Propertybase → Azure Synapse
- BoomTown → Azure Synapse
- Real Geeks → Azure Synapse
- Sierra Interactive → Azure Synapse
- Bullhorn → Azure Synapse
- JobAdder → Azure Synapse
- Vincere → Azure Synapse
- PCRecruiter → Azure Synapse
- Crelate → Azure Synapse
- Manatal → Azure Synapse
- Wealthbox → Azure Synapse
- Redtail CRM → Azure Synapse
Early access
Connect Top Producer 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.