DatriseAI-first ETL

Toggl to Spreadsheets Integration

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

How Datrise loads Toggl into Spreadsheets

Datrise syncs Toggl's time entries, projects, clients, workspaces, tags, and users into Spreadsheets as a tab per source entity. Flexible or custom fields land in JSON-stringified cells for nested fields, and timestamps such as created, updated, and status changes are typed as ISO-8601 text or serial date cells.

Sync is incremental: Datrise uses refreshes the tab's rows each run, preserving header order, so re-runs update only what changed. Sheets caps out around the low millions of cells, so Datrise lands a curated column set rather than every raw field.

Ideal for lightweight, shareable reporting for non-technical teams.

Endpoints

Toggl: Time tracking with projects, clients, and reports.

Spreadsheets: Business-friendly spreadsheet destination for collaborative analysis.

How Toggl entities map to Spreadsheets

Toggl entitySpreadsheets objectNotes
time entriestoggl_time_entriesid PK · custom fields → JSON-stringified cells for nested fields
projectstoggl_projectsid PK · linked to toggl_time_entries
clientstoggl_clientsid PK · linked to toggl_time_entries
workspacestoggl_workspacesid PK · linked to toggl_time_entries

FAQ

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

Flexible values are stored as JSON-stringified cells for nested fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Spreadsheets types.

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

It runs incrementally — Datrise uses refreshes the tab's rows each run, preserving header order.

Related pipelines

Early access

Connect Toggl to Spreadsheets the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.