DatriseAI-first ETL

Wealthbox Snowflake

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

How Datrise loads Wealthbox into Snowflake

Datrise syncs Wealthbox'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

Wealthbox: Financial advisor CRM for clients, households, and compliance workflows.

Snowflake: Cloud data warehouse with separated compute and storage.

How Wealthbox entities map to Snowflake

Wealthbox entitySnowflake objectNotes
contactswealthbox_contactsid PK · custom fields → VARIANT columns
accountswealthbox_accountsid PK · linked to wealthbox_contacts
dealswealthbox_dealsid PK · linked to wealthbox_contacts
activitieswealthbox_activitiesTIMESTAMP_TZ events

FAQ

How does Datrise handle Wealthbox'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 Wealthbox 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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