Bigin by Zoho → Azure Synapse
AI-first ETL from Bigin by Zoho into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Bigin by Zoho into Azure Synapse
Datrise syncs Bigin by Zoho's SMB leads, contacts, deals, and day-to-day activity tracking 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
Bigin by Zoho: SMB CRM source for leads, deals, and activity tracking.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Bigin by Zoho entities map to Azure Synapse
| Bigin by Zoho entity | Azure Synapse object | Notes |
|---|---|---|
| SMB leads | bigin_by_zoho_smb_leads | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| contacts | bigin_by_zoho_contacts | id PK · linked to bigin_by_zoho_smb_leads |
| deals | bigin_by_zoho_deals | id PK · linked to bigin_by_zoho_smb_leads |
| day-to-day activity tracking | bigin_by_zoho_day_to_day_activity_tracking | datetime2 events |
FAQ
How does Datrise handle Bigin by Zoho'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 Bigin by Zoho 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 Bigin by Zoho
- Bigin by Zoho → Spreadsheets
- Bigin by Zoho → Airtable
- Bigin by Zoho → CSV Files
- Bigin by Zoho → MongoDB
- Bigin by Zoho → Supabase
- Bigin by Zoho → Neon
- Bigin by Zoho → PlanetScale
- Bigin by Zoho → Amazon DynamoDB
- Bigin by Zoho → Looker
- Bigin by Zoho → Looker Studio
- Bigin by Zoho → Microsoft Power BI
- Bigin by Zoho → Tableau
More sources for Azure Synapse
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