DatriseAI-first ETL

Stripe Metabase

AI-first ETL from Stripe into Metabase. Governed entities, incremental sync, typed landing tables.

How Datrise loads Stripe into Metabase

Datrise syncs Stripe's charges, customers, subscriptions, invoices, and balance transactions 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

Stripe: Payments infrastructure for charges, subscriptions, and payouts.

Metabase: Open-source analytics with questions, dashboards, and embedded insights.

How Stripe entities map to Metabase

Stripe entityMetabase objectNotes
chargesstripe_chargesid PK · custom fields → flattened columns for the question builder
customersstripe_customersid PK · linked to stripe_charges
subscriptionsstripe_subscriptionsid PK · linked to stripe_charges
invoicesstripe_invoicesid PK · linked to stripe_charges

FAQ

How does Datrise handle Stripe'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 Stripe to Metabase sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the connected tables.

Related pipelines

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