DatriseAI-first ETL

NetSuite PostgreSQL

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

How Datrise loads NetSuite into PostgreSQL

Datrise syncs NetSuite's transactions, customers, items, subsidiaries, and GL activity into PostgreSQL as a typed table per source entity. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.

Sync is incremental: Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative range partitioning by load date for high-volume tables. PostgreSQL folds unquoted identifiers to lowercase, so Datrise normalizes mixed-case source fields to snake_case.

Ideal for operational analytics and application backends that need fresh, queryable copies of your data.

Endpoints

NetSuite: Cloud ERP for finance, inventory, and operations.

PostgreSQL: Open-source relational database with strong SQL and extensions.

How NetSuite entities map to PostgreSQL

NetSuite entityPostgreSQL objectNotes
transactionsnetsuite_transactionsid PK · custom fields → jsonb columns
customersnetsuite_customersid PK · linked to netsuite_transactions
itemsnetsuite_itemsid PK · linked to netsuite_transactions
subsidiariesnetsuite_subsidiariesid PK · linked to netsuite_transactions

FAQ

How does Datrise handle NetSuite's custom fields in PostgreSQL?

Flexible values are stored as jsonb columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native PostgreSQL types.

How does the NetSuite to PostgreSQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE.

Related pipelines

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