DatriseAI-first ETL

LionDesk Holistics

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

How Datrise loads LionDesk into Holistics

Datrise syncs LionDesk's contacts, accounts, deals, activities, and lifecycle events into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.

Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.

Ideal for as-code BI modeling on a warehouse.

Endpoints

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

Holistics: Self-service BI with modeling layers and scheduled report delivery.

How LionDesk entities map to Holistics

LionDesk entityHolistics objectNotes
contactsliondesk_contactsid PK · custom fields → flattened columns for the modeling layer
accountsliondesk_accountsid PK · linked to liondesk_contacts
dealsliondesk_dealsid PK · linked to liondesk_contacts
activitiesliondesk_activitiesdate/time dimensions events

FAQ

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

Flexible values are stored as flattened columns for the modeling layer, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Holistics types.

How does the LionDesk to Holistics sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the modeled tables.

Related pipelines

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