DatriseAI-first ETL

Wealthbox Amazon DynamoDB

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

How Datrise loads Wealthbox into Amazon DynamoDB

Datrise syncs Wealthbox's contacts, accounts, deals, activities, and lifecycle events into Amazon DynamoDB as an item per source record in a table per entity. Flexible or custom fields land in nested map/list attributes, and timestamps such as created, updated, and status changes are typed as ISO-8601 string or epoch number attributes.

Sync is incremental: Datrise uses PutItem/UpdateItem keyed on a partition key derived from the entity id, so re-runs update only what changed. Partition-key design on the entity id to spread throughput evenly. DynamoDB rewards access-pattern-first key design, so Datrise sets partition/sort keys from your entity ids rather than scan-heavy defaults.

Ideal for serverless apps needing single-digit-millisecond key lookups on CRM data.

Endpoints

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

Amazon DynamoDB: Serverless key-value and document store on AWS.

How Wealthbox entities map to Amazon DynamoDB

Wealthbox entityAmazon DynamoDB objectNotes
contactswealthbox_contactsid PK · custom fields → nested map/list attributes
accountswealthbox_accountsid PK · linked to wealthbox_contacts
dealswealthbox_dealsid PK · linked to wealthbox_contacts
activitieswealthbox_activitiesISO-8601 string or epoch number attributes events

FAQ

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

Flexible values are stored as nested map/list attributes, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon DynamoDB types.

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

It runs incrementally — Datrise uses PutItem/UpdateItem keyed on a partition key derived from the entity id.

Related pipelines

Early access

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