Kommo → Azure Synapse
AI-first ETL from Kommo into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Kommo into Azure Synapse
Datrise syncs Kommo's conversational CRM events, chats, leads, and sales automation triggers 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
Kommo: Conversational CRM for WhatsApp, chat funnels, and sales automation.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Kommo entities map to Azure Synapse
| Kommo entity | Azure Synapse object | Notes |
|---|---|---|
| conversational CRM events | kommo_conversational_crm_events | datetime2 events |
| chats | kommo_chats | id PK · linked to kommo_conversational_crm_events |
| leads | kommo_leads | id PK · linked to kommo_conversational_crm_events |
| sales automation triggers | kommo_sales_automation_triggers | id PK · linked to kommo_conversational_crm_events |
FAQ
How does Datrise handle Kommo'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 Kommo 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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