DatriseAI-first ETL

Vincle Looker

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

How Datrise loads Vincle into Looker

Datrise syncs Vincle's contacts, accounts, deals, activities, and lifecycle events 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

Vincle: European CRM for SMB and mid-market sales teams.

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

How Vincle entities map to Looker

Vincle entityLooker objectNotes
contactsvincle_contactsid PK · custom fields → flattened columns (nested fields expanded for modeling)
accountsvincle_accountsid PK · linked to vincle_contacts
dealsvincle_dealsid PK · linked to vincle_contacts
activitiesvincle_activitiesdate/time dimension columns events

FAQ

How does Datrise handle Vincle'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 Vincle 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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