DatriseAI-first ETL

Moskit CRM Azure Synapse

AI-first ETL from Moskit CRM into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Moskit CRM into Azure Synapse

Datrise syncs Moskit CRM'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

Moskit CRM: CRM widely used in Latin America for sales pipeline and customer ops.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Moskit CRM entities map to Azure Synapse

Moskit CRM entityAzure Synapse objectNotes
contactsmoskit_contactsid PK · custom fields → NVARCHAR(MAX) JSON columns
accountsmoskit_accountsid PK · linked to moskit_contacts
dealsmoskit_dealsid PK · linked to moskit_contacts
activitiesmoskit_activitiesdatetime2 events

FAQ

How does Datrise handle Moskit 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 Moskit CRM 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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