DatriseAI-first ETL

Salesforce Pardot Amazon DynamoDB

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

How Datrise loads Salesforce Pardot into Amazon DynamoDB

Datrise syncs Salesforce Pardot'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

Salesforce Pardot: Marketing automation platform with CRM and lifecycle engagement.

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

How Salesforce Pardot entities map to Amazon DynamoDB

Salesforce Pardot entityAmazon DynamoDB objectNotes
contactssalesforce_pardot_contactsid PK · custom fields → nested map/list attributes
accountssalesforce_pardot_accountsid PK · linked to salesforce_pardot_contacts
dealssalesforce_pardot_dealsid PK · linked to salesforce_pardot_contacts
activitiessalesforce_pardot_activitiesISO-8601 string or epoch number attributes events

FAQ

How does Datrise handle Salesforce Pardot'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 Salesforce Pardot 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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