DatriseAI-first ETL

Salesforce Health Cloud ClickHouse

AI-first ETL from Salesforce Health Cloud into ClickHouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Salesforce Health Cloud into ClickHouse

Datrise syncs Salesforce Health Cloud's contacts, accounts, deals, activities, and lifecycle events into ClickHouse as a MergeTree table per source entity. Flexible or custom fields land in JSON or Map columns, and timestamps such as created, updated, and status changes are typed as DateTime64.

Sync is incremental: Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge, so re-runs update only what changed. Partition by month and order by (entity id, updated-at) for fast range scans. ClickHouse deduplicates asynchronously on merge, so Datrise uses ReplacingMergeTree and FINAL-safe queries rather than assuming immediate upserts.

Ideal for high-volume event analytics that need sub-second aggregation.

Endpoints

Salesforce Health Cloud: Healthcare CRM for accounts, compliance, and field engagement.

ClickHouse: Columnar OLAP engine for fast aggregations.

How Salesforce Health Cloud entities map to ClickHouse

Salesforce Health Cloud entityClickHouse objectNotes
contactssalesforce_health_cloud_contactsid PK · custom fields → JSON or Map columns
accountssalesforce_health_cloud_accountsid PK · linked to salesforce_health_cloud_contacts
dealssalesforce_health_cloud_dealsid PK · linked to salesforce_health_cloud_contacts
activitiessalesforce_health_cloud_activitiesDateTime64 events

FAQ

How does Datrise handle Salesforce Health Cloud's custom fields in ClickHouse?

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

How does the Salesforce Health Cloud to ClickHouse sync stay up to date?

It runs incrementally — Datrise uses inserts into a ReplacingMergeTree keyed on stable id, so the latest version wins on merge.

Related pipelines

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