DatriseAI-first ETL

LionDesk PlanetScale

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

How Datrise loads LionDesk into PlanetScale

Datrise syncs LionDesk's contacts, accounts, deals, activities, and lifecycle events 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

LionDesk: Real estate CRM for leads, listings, and agent follow-up.

PlanetScale: Serverless MySQL platform with safe schema workflows.

How LionDesk entities map to PlanetScale

LionDesk entityPlanetScale objectNotes
contactsliondesk_contactsid PK · custom fields → JSON columns
accountsliondesk_accountsid PK · linked to liondesk_contacts
dealsliondesk_dealsid PK · linked to liondesk_contacts
activitiesliondesk_activitiesDATETIME events

FAQ

How does Datrise handle LionDesk'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 LionDesk 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

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