Bigin by Zoho → Amazon DynamoDB
AI-first ETL from Bigin by Zoho into Amazon DynamoDB. Governed entities, incremental sync, typed landing tables.
How Datrise loads Bigin by Zoho into Amazon DynamoDB
Datrise syncs Bigin by Zoho's SMB leads, contacts, deals, and day-to-day activity tracking 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
Bigin by Zoho: SMB CRM source for leads, deals, and activity tracking.
Amazon DynamoDB: Serverless key-value and document store on AWS.
How Bigin by Zoho entities map to Amazon DynamoDB
| Bigin by Zoho entity | Amazon DynamoDB object | Notes |
|---|---|---|
| SMB leads | bigin_by_zoho_smb_leads | id PK · custom fields → nested map/list attributes |
| contacts | bigin_by_zoho_contacts | id PK · linked to bigin_by_zoho_smb_leads |
| deals | bigin_by_zoho_deals | id PK · linked to bigin_by_zoho_smb_leads |
| day-to-day activity tracking | bigin_by_zoho_day_to_day_activity_tracking | ISO-8601 string or epoch number attributes events |
FAQ
How does Datrise handle Bigin by Zoho'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 Bigin by Zoho 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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Early access
Connect Bigin by Zoho to Amazon DynamoDB the easy way
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