DatriseAI-first ETL

Smaily to Amazon Redshift Integration

AI-first ETL from Smaily into Amazon Redshift. Governed entities, incremental sync, typed landing tables.

How Datrise loads Smaily into Amazon Redshift

Datrise syncs Smaily's subscribers, campaigns, lists, autoresponders, email events, and segments into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.

Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.

Ideal for AWS-native warehouses already using the Redshift ecosystem.

Endpoints

Smaily: Email and SMS campaigns with subscriber segments.

Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.

How Smaily entities map to Amazon Redshift

Smaily entityAmazon Redshift objectNotes
subscriberssmaily_subscribersid PK · custom fields → SUPER columns
campaignssmaily_campaignsid PK · linked to smaily_subscribers
listssmaily_listsid PK · linked to smaily_subscribers
autoresponderssmaily_autorespondersid PK · linked to smaily_subscribers

FAQ

How does Datrise handle Smaily's custom fields in Amazon Redshift?

Flexible values are stored as SUPER columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Redshift types.

How does the Smaily to Amazon Redshift sync stay up to date?

It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.

Related pipelines

Early access

Connect Smaily to Amazon Redshift 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.