DatriseAI-first ETL

Salesforce Service Cloud to PlanetScale Integration

AI-first ETL from Salesforce Service Cloud into PlanetScale. Governed entities, incremental sync, typed landing tables.

How Datrise loads Salesforce Service Cloud into PlanetScale

Datrise syncs Salesforce Service Cloud's cases, contacts, accounts, entitlements, milestones, and case comments into PlanetScale 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.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Vitess sharding by tenant or entity key for very large tables. PlanetScale disallows foreign-key constraints by default, so Datrise models relationships by stable id columns rather than enforced FKs.

Ideal for horizontally scalable MySQL apps on Vitess.

Endpoints

Salesforce Service Cloud: Salesforce case management for support and field service.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Salesforce Service Cloud entities map to PlanetScale

Salesforce Service Cloud entityPlanetScale objectNotes
casessalesforce_service_cloud_casesid PK · custom fields → JSON columns
contactssalesforce_service_cloud_contactsid PK · linked to salesforce_service_cloud_cases
accountssalesforce_service_cloud_accountsid PK · linked to salesforce_service_cloud_cases
entitlementssalesforce_service_cloud_entitlementsid PK · linked to salesforce_service_cloud_cases

FAQ

How does Datrise handle Salesforce Service Cloud's custom fields in PlanetScale?

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 PlanetScale types.

How does the Salesforce Service Cloud to PlanetScale 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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