DatriseAI-first ETL

Bronto to MySQL Integration

AI-first ETL from Bronto into MySQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads Bronto into MySQL

Datrise syncs Bronto's contacts, deliveries, campaigns, orders, email events, and lists into MySQL as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME/TIMESTAMP.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Optional RANGE partitioning by load date. MySQL collation matters for CRM text, so Datrise lands utf8mb4 to preserve emoji and non-Latin characters.

Ideal for operational reporting and app databases already standardized on MySQL.

Endpoints

Bronto: Email marketing automation for commerce.

MySQL: Widely used OSS relational engine (InnoDB).

How Bronto entities map to MySQL

Bronto entityMySQL objectNotes
contactsbronto_contactsid PK · custom fields → JSON columns
deliveriesbronto_deliveriesid PK · linked to bronto_contacts
campaignsbronto_campaignsid PK · linked to bronto_contacts
ordersbronto_ordersid PK · linked to bronto_contacts

FAQ

How does Datrise handle Bronto's custom fields in MySQL?

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

How does the Bronto to MySQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE.

Related pipelines

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