DatriseAI-first ETL

Jobber to Looker Integration

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

How Datrise loads Jobber into Looker

Datrise syncs Jobber's jobs, clients, quotes, invoices, visits, and expenses 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

Jobber: Field service quoting, scheduling, and job tracking.

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

How Jobber entities map to Looker

Jobber entityLooker objectNotes
jobsjobber_jobsid PK · custom fields → flattened columns (nested fields expanded for modeling)
clientsjobber_clientsid PK · linked to jobber_jobs
quotesjobber_quotesid PK · linked to jobber_jobs
invoicesjobber_invoicesid PK · linked to jobber_jobs

FAQ

How does Datrise handle Jobber'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 Jobber 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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