Braintree → Metabase
AI-first ETL from Braintree into Metabase. Governed entities, incremental sync, typed landing tables.
How Datrise loads Braintree into Metabase
Datrise syncs Braintree's transactions, customers, disputes, and settlement records into Metabase as clean SQL tables Metabase auto-discovers. Flexible or custom fields land in flattened columns for the question builder, and timestamps such as created, updated, and status changes are typed as temporal columns for trends.
Sync is incremental: Datrise uses incremental refresh of the connected tables, so re-runs update only what changed. Date-partitioned facts for large questions. Metabase auto-scans schemas, so Datrise uses readable table and column names so the no-code UI stays self-explanatory.
Ideal for self-serve questions and dashboards for whole teams.
Endpoints
Braintree: PayPal-owned payment gateway for card and wallet transactions.
Metabase: Open-source analytics with questions, dashboards, and embedded insights.
How Braintree entities map to Metabase
| Braintree entity | Metabase object | Notes |
|---|---|---|
| transactions | braintree_transactions | id PK · custom fields → flattened columns for the question builder |
| customers | braintree_customers | id PK · linked to braintree_transactions |
| disputes | braintree_disputes | id PK · linked to braintree_transactions |
| settlement records | braintree_settlement_records | id PK · linked to braintree_transactions |
FAQ
How does Datrise handle Braintree's custom fields in Metabase?
Flexible values are stored as flattened columns for the question builder, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Metabase types.
How does the Braintree to Metabase sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the connected tables.
Related pipelines
More destinations for Braintree
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