DatriseAI-first ETL

Less Annoying CRM to ClickHouse Integration

AI-first ETL from Less Annoying CRM into ClickHouse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Less Annoying CRM into ClickHouse

Datrise syncs Less Annoying CRM's contacts, pipelines, notes, tasks, calendar events, and groups 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

Less Annoying CRM: Deliberately simple CRM for small sales teams.

ClickHouse: Columnar OLAP engine for fast aggregations.

How Less Annoying CRM entities map to ClickHouse

Less Annoying CRM entityClickHouse objectNotes
contactsless_annoying_crm_contactsid PK · custom fields → JSON or Map columns
pipelinesless_annoying_crm_pipelinesid PK · linked to less_annoying_crm_contacts
notesless_annoying_crm_notesid PK · linked to less_annoying_crm_contacts
tasksless_annoying_crm_tasksid PK · linked to less_annoying_crm_contacts

FAQ

How does Datrise handle Less Annoying CRM'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 Less Annoying CRM 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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