DatriseAI-first ETL

LionDesk MySQL

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

How Datrise loads LionDesk into MySQL

Datrise syncs LionDesk's contacts, accounts, deals, activities, and lifecycle events into MySQL 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/TIMESTAMP.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Optional RANGE partitioning by load date. MySQL collation matters for CRM text, so Datrise lands utf8mb4 to preserve emoji and non-Latin characters.

Ideal for operational reporting and app databases already standardized on MySQL.

Endpoints

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

MySQL: Widely used OSS relational engine (InnoDB).

How LionDesk entities map to MySQL

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

FAQ

How does Datrise handle LionDesk's custom fields in MySQL?

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 MySQL types.

How does the LionDesk to MySQL 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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