EspoCRM → Amazon DynamoDB
AI-first ETL from EspoCRM into Amazon DynamoDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads EspoCRM into Amazon DynamoDB
Datrise syncs EspoCRM's pipeline entities, custom objects, and process automation 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
EspoCRM: Open-source CRM for pipeline management and custom entity modeling.
Amazon DynamoDB: Serverless key-value and document store on AWS.
How EspoCRM entities map to Amazon DynamoDB
| EspoCRM entity | Amazon DynamoDB object | Notes |
|---|---|---|
| pipeline entities | espocrm_pipeline_entities | id PK · custom fields → nested map/list attributes |
| custom objects | espocrm_custom_objects | id PK · linked to espocrm_pipeline_entities |
| process automation events | espocrm_process_automation_events | ISO-8601 string or epoch number attributes events |
FAQ
How does Datrise handle EspoCRM'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 EspoCRM 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
More destinations for EspoCRM
More sources for Amazon DynamoDB
- Creatio → Amazon DynamoDB
- Apollo → Amazon DynamoDB
- Salesloft → Amazon DynamoDB
- Outreach → Amazon DynamoDB
- Intercom → Amazon DynamoDB
- Asana → Amazon DynamoDB
- Freshdesk → Amazon DynamoDB
- Jira → Amazon DynamoDB
- Mailchimp → Amazon DynamoDB
- MongoDB → Amazon DynamoDB
- SendGrid → Amazon DynamoDB
- Shopify → Amazon DynamoDB
Early access
Connect EspoCRM to Amazon DynamoDB the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.