DatriseAI-first ETL

Tyntec SMS to Looker Integration

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

How Datrise loads Tyntec SMS into Looker

Datrise syncs Tyntec SMS's SMS messages, recipients, delivery reports, senders, countries, and message costs 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

Tyntec SMS: Global SMS delivery and message status callbacks.

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

How Tyntec SMS entities map to Looker

Tyntec SMS entityLooker objectNotes
SMS messagestyntec_sms_sms_messagesid PK · custom fields → flattened columns (nested fields expanded for modeling)
recipientstyntec_sms_recipientsid PK · linked to tyntec_sms_sms_messages
delivery reportstyntec_sms_delivery_reportsid PK · linked to tyntec_sms_sms_messages
senderstyntec_sms_sendersid PK · linked to tyntec_sms_sms_messages

FAQ

How does Datrise handle Tyntec SMS'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 Tyntec SMS 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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