DatriseAI-first ETL

Deputy to PlanetScale Integration

AI-first ETL from Deputy into PlanetScale. Governed entities, incremental sync, typed landing tables.

How Datrise loads Deputy into PlanetScale

Datrise syncs Deputy's employees, shifts, timesheets, locations, leave requests, and pay rates into PlanetScale as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Vitess sharding by tenant or entity key for very large tables. PlanetScale disallows foreign-key constraints by default, so Datrise models relationships by stable id columns rather than enforced FKs.

Ideal for horizontally scalable MySQL apps on Vitess.

Endpoints

Deputy: Workforce scheduling and timesheet management.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How Deputy entities map to PlanetScale

Deputy entityPlanetScale objectNotes
employeesdeputy_employeesid PK · custom fields → JSON columns
shiftsdeputy_shiftsid PK · linked to deputy_employees
timesheetsdeputy_timesheetsid PK · linked to deputy_employees
locationsdeputy_locationsid PK · linked to deputy_employees

FAQ

How does Datrise handle Deputy's custom fields in PlanetScale?

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

How does the Deputy to PlanetScale sync stay up to date?

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

Related pipelines

Early access

Connect Deputy to PlanetScale 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.