DatriseAI-first ETL

Capsule CRM Holistics

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

How Datrise loads Capsule CRM into Holistics

Datrise syncs Capsule CRM's contacts, opportunities, tracks, and lightweight sales process data 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

Capsule CRM: SMB CRM for contacts, opportunities, and lightweight workflows.

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

How Capsule CRM entities map to Holistics

Capsule CRM entityHolistics objectNotes
contactscapsule_crm_contactsid PK · custom fields → flattened columns for the modeling layer
opportunitiescapsule_crm_opportunitiesid PK · linked to capsule_crm_contacts
trackscapsule_crm_tracksid PK · linked to capsule_crm_contacts
lightweight sales process datacapsule_crm_lightweight_sales_process_dataid PK · linked to capsule_crm_contacts

FAQ

How does Datrise handle Capsule CRM'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 Capsule CRM to Holistics sync stay up to date?

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

Related pipelines

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