DatriseAI-first ETL

Vero to Looker Integration

AI-first ETL from Vero into Looker. Governed entities, incremental sync, typed landing tables.

How Datrise loads Vero into Looker

Datrise syncs Vero's users, events, campaigns, message events, segments, and user properties into Looker as governed warehouse tables with LookML-ready naming. Flexible or custom fields land in flattened columns (nested fields expanded for modeling), and timestamps such as created, updated, and status changes are typed as date/time dimension columns.

Sync is incremental: Datrise uses incremental refresh of the underlying warehouse tables Looker explores, so re-runs update only what changed. Date-partitioned fact tables for PDT performance. Looker models live in LookML on top of SQL, so Datrise lands clean, stable column names rather than churn that would break your views.

Ideal for governed, version-controlled BI on a warehouse.

Endpoints

Vero: Behavioral email and push messaging.

Looker: Google Cloud BI with LookML semantic models and governed dashboards.

How Vero entities map to Looker

Vero entityLooker objectNotes
usersvero_usersid PK · custom fields → flattened columns (nested fields expanded for modeling)
eventsvero_eventsdate/time dimension columns events
campaignsvero_campaignsid PK · linked to vero_users
message eventsvero_message_eventsdate/time dimension columns events

FAQ

How does Datrise handle Vero's custom fields in Looker?

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

How does the Vero to Looker sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the underlying warehouse tables Looker explores.

Related pipelines

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