DatriseAI-first ETL

NetSuite SuiteAnalytics to Azure Synapse Integration

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

How Datrise loads NetSuite SuiteAnalytics into Azure Synapse

Datrise syncs NetSuite SuiteAnalytics's transactions, customers, items, subsidiaries, journal entries, and sales orders 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

NetSuite SuiteAnalytics: ERP financials, orders, and inventory from NetSuite.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How NetSuite SuiteAnalytics entities map to Azure Synapse

NetSuite SuiteAnalytics entityAzure Synapse objectNotes
transactionsnetsuite_suite_analytics_transactionsid PK · custom fields → NVARCHAR(MAX) JSON columns
customersnetsuite_suite_analytics_customersid PK · linked to netsuite_suite_analytics_transactions
itemsnetsuite_suite_analytics_itemsid PK · linked to netsuite_suite_analytics_transactions
subsidiariesnetsuite_suite_analytics_subsidiariesid PK · linked to netsuite_suite_analytics_transactions

FAQ

How does Datrise handle NetSuite SuiteAnalytics'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 NetSuite SuiteAnalytics 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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