DatriseAI-first ETL

Wise Agent ClickHouse

AI-first ETL from Wise Agent into ClickHouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Wise Agent into ClickHouse

Datrise syncs Wise Agent'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

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

ClickHouse: Columnar OLAP engine for fast aggregations.

How Wise Agent entities map to ClickHouse

Wise Agent entityClickHouse objectNotes
contactswise_agent_contactsid PK · custom fields → JSON or Map columns
accountswise_agent_accountsid PK · linked to wise_agent_contacts
dealswise_agent_dealsid PK · linked to wise_agent_contacts
activitieswise_agent_activitiesDateTime64 events

FAQ

How does Datrise handle Wise Agent'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 Wise Agent 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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