DatriseAI-first ETL

Salesforce Pardot to Amazon DynamoDB Integration

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 prospects, campaigns, list emails, forms, lead scores, and engagement history 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: B2B marketing automation scoring and nurturing leads.

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

How Salesforce Pardot entities map to Amazon DynamoDB

Salesforce Pardot entityAmazon DynamoDB objectNotes
prospectssalesforce_pardot_prospectsid PK · custom fields → nested map/list attributes
campaignssalesforce_pardot_campaignsid PK · linked to salesforce_pardot_prospects
list emailssalesforce_pardot_list_emailsid PK · linked to salesforce_pardot_prospects
formssalesforce_pardot_formsid PK · linked to salesforce_pardot_prospects

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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