Veeva CRM to CSV Files Integration
AI-first ETL from Veeva CRM into CSV Files. Governed entities, incremental sync, typed landing tables.
How Datrise loads Veeva CRM into CSV Files
Datrise syncs Veeva CRM's accounts, calls, samples, territories, consents, and medical inquiries into CSV Files as one CSV per source entity. Flexible or custom fields land in JSON-encoded strings for nested fields, and timestamps such as created, updated, and status changes are typed as ISO-8601 timestamp columns.
Sync is incremental: Datrise uses writes a fresh, fully-typed CSV per entity each run, so re-runs update only what changed. Optional date-suffixed files for change tracking. CSV has no types, so Datrise emits a companion schema and quotes/escapes consistently so downstream loaders don't misparse commas and newlines.
Ideal for portable hand-off into any tool that ingests delimited files.
Endpoints
Veeva CRM: Life sciences CRM for field medical and commercial teams.
CSV Files: Flat-file destination for exports and lightweight data sharing.
How Veeva CRM entities map to CSV Files
| Veeva CRM entity | CSV Files object | Notes |
|---|---|---|
| accounts | veeva_accounts | id PK · custom fields → JSON-encoded strings for nested fields |
| calls | veeva_calls | id PK · linked to veeva_accounts |
| samples | veeva_samples | id PK · linked to veeva_accounts |
| territories | veeva_territories | id PK · linked to veeva_accounts |
FAQ
How does Datrise handle Veeva CRM's custom fields in CSV Files?
Flexible values are stored as JSON-encoded strings for nested fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native CSV Files types.
How does the Veeva CRM to CSV Files sync stay up to date?
It runs incrementally — Datrise uses writes a fresh, fully-typed CSV per entity each run.
Related pipelines
More destinations for Veeva CRM
Early access
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