HubSpot Service Hub → Amazon DynamoDB

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

How Datrise loads HubSpot Service Hub into Amazon DynamoDB

Datrise syncs HubSpot Service Hub'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

HubSpot Service Hub: Customer service platform with ticket and conversation context.

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

How HubSpot Service Hub entities map to Amazon DynamoDB

HubSpot Service Hub entity	Amazon DynamoDB object	Notes
contacts	`hubspot_service_contacts`	id PK · custom fields → nested map/list attributes
accounts	`hubspot_service_accounts`	id PK · linked to hubspot_service_contacts
deals	`hubspot_service_deals`	id PK · linked to hubspot_service_contacts
activities	`hubspot_service_activities`	ISO-8601 string or epoch number attributes events

FAQ

How does Datrise handle HubSpot Service Hub'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 HubSpot Service Hub 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

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