DatriseAI-first ETL

Veeva CRM Snowflake

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

How Datrise loads Veeva CRM into Snowflake

Datrise syncs Veeva CRM's contacts, accounts, deals, activities, and lifecycle events into Snowflake as a typed table per source entity. Flexible or custom fields land in VARIANT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP_TZ.

Sync is incremental: Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size, so re-runs update only what changed. Automatic micro-partitioning, with optional clustering keys on high-cardinality ids. Snowflake upper-cases unquoted identifiers, so Datrise standardizes on lower-case quoted names to keep column references stable.

Ideal for central analytics warehouses feeding BI and AI workloads.

Endpoints

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

Snowflake: Cloud data warehouse with separated compute and storage.

How Veeva CRM entities map to Snowflake

Veeva CRM entitySnowflake objectNotes
contactsveeva_contactsid PK · custom fields → VARIANT columns
accountsveeva_accountsid PK · linked to veeva_contacts
dealsveeva_dealsid PK · linked to veeva_contacts
activitiesveeva_activitiesTIMESTAMP_TZ events

FAQ

How does Datrise handle Veeva CRM's custom fields in Snowflake?

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

How does the Veeva CRM to Snowflake sync stay up to date?

It runs incrementally — Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size.

Related pipelines

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