DatriseAI-first ETL

Lemlist to Holistics Integration

AI-first ETL from Lemlist into Holistics. Governed entities, incremental sync, typed landing tables.

How Datrise loads Lemlist into Holistics

Datrise syncs Lemlist's campaigns, leads, sequences, email events, replies, and activities into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.

Ideal for as-code BI modeling on a warehouse.

Endpoints

Lemlist: Cold email outreach and sequence automation.

Holistics: Self-service BI with modeling layers and scheduled report delivery.

How Lemlist entities map to Holistics

Lemlist entityHolistics objectNotes
campaignslemlist_campaignsid PK · custom fields → flattened columns for the modeling layer
leadslemlist_leadsid PK · linked to lemlist_campaigns
sequenceslemlist_sequencesid PK · linked to lemlist_campaigns
email eventslemlist_email_eventsdate/time dimensions events

FAQ

How does Datrise handle Lemlist's custom fields in Holistics?

Flexible values are stored as flattened columns for the modeling layer, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Holistics types.

How does the Lemlist to Holistics sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the modeled tables.

Related pipelines

Early access

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