DatriseAI-first ETL

Veeva CRM PlanetScale

AI-first ETL from Veeva CRM into PlanetScale. Governed entities, incremental sync, typed landing tables.

How Datrise loads Veeva CRM into PlanetScale

Datrise syncs Veeva CRM's contacts, accounts, deals, activities, and lifecycle events 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

Veeva CRM: Healthcare CRM for accounts, compliance, and field engagement.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Veeva CRM entities map to PlanetScale

Veeva CRM entityPlanetScale objectNotes
contactsveeva_contactsid PK · custom fields → JSON columns
accountsveeva_accountsid PK · linked to veeva_contacts
dealsveeva_dealsid PK · linked to veeva_contacts
activitiesveeva_activitiesDATETIME events

FAQ

How does Datrise handle Veeva CRM'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 Veeva CRM 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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