DatriseAI-first ETL

Toggl Supabase

AI-first ETL from Toggl into Supabase. Governed entities, incremental sync, typed landing tables.

How Datrise loads Toggl into Supabase

Datrise syncs Toggl's records, events, and configuration objects into Supabase as a typed table per source entity in your Supabase Postgres. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative partitioning for high-volume tables. Datrise lands into a dedicated schema and leaves row-level security to you, so synced tables don't inherit public access by accident.

Ideal for app builders who want CRM data alongside their Supabase product data.

Endpoints

Toggl: SaaS or API data source for analytics and warehouse sync.

Supabase: Postgres platform with auth, storage, and realtime APIs.

How Toggl entities map to Supabase

Toggl entitySupabase objectNotes
recordstoggl_recordsid PK · custom fields → jsonb columns
eventstoggl_eventstimestamptz events
configuration objectstoggl_configuration_objectsid PK · linked to toggl_records

FAQ

How does Datrise handle Toggl's custom fields in Supabase?

Flexible values are stored as jsonb columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Supabase types.

How does the Toggl to Supabase sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON CONFLICT DO UPDATE.

Related pipelines

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