DatriseAI-first ETL

HubSpot Operations Hub Looker

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

How Datrise loads HubSpot Operations Hub into Looker

Datrise syncs HubSpot Operations Hub'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

HubSpot Operations Hub: CRM for SMB teams managing pipeline, contacts, and customer activity.

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

How HubSpot Operations Hub entities map to Looker

HubSpot Operations Hub entityLooker objectNotes
contactshubspot_operations_contactsid PK · custom fields → flattened columns (nested fields expanded for modeling)
accountshubspot_operations_accountsid PK · linked to hubspot_operations_contacts
dealshubspot_operations_dealsid PK · linked to hubspot_operations_contacts
activitieshubspot_operations_activitiesdate/time dimension columns events

FAQ

How does Datrise handle HubSpot Operations Hub'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 HubSpot Operations Hub 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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