DatriseAI-first ETL

Wealthbox Amazon Redshift

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

How Datrise loads Wealthbox into Amazon Redshift

Datrise syncs Wealthbox's contacts, accounts, deals, activities, and lifecycle events into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.

Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.

Ideal for AWS-native warehouses already using the Redshift ecosystem.

Endpoints

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

Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.

How Wealthbox entities map to Amazon Redshift

Wealthbox entityAmazon Redshift objectNotes
contactswealthbox_contactsid PK · custom fields → SUPER columns
accountswealthbox_accountsid PK · linked to wealthbox_contacts
dealswealthbox_dealsid PK · linked to wealthbox_contacts
activitieswealthbox_activitiesTIMESTAMPTZ events

FAQ

How does Datrise handle Wealthbox's custom fields in Amazon Redshift?

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

How does the Wealthbox to Amazon Redshift sync stay up to date?

It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.

Related pipelines

Early access

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