DatriseAI-first ETL

Braintree PostgreSQL

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

How Datrise loads Braintree into PostgreSQL

Datrise syncs Braintree's transactions, customers, disputes, and settlement records 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

Braintree: PayPal-owned payment gateway for card and wallet transactions.

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

How Braintree entities map to PostgreSQL

Braintree entityPostgreSQL objectNotes
transactionsbraintree_transactionsid PK · custom fields → jsonb columns
customersbraintree_customersid PK · linked to braintree_transactions
disputesbraintree_disputesid PK · linked to braintree_transactions
settlement recordsbraintree_settlement_recordsid PK · linked to braintree_transactions

FAQ

How does Datrise handle Braintree'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 Braintree 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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