DatriseAI-first ETL

Sierra Interactive DuckDB

AI-first ETL from Sierra Interactive into DuckDB. Governed entities, incremental sync, typed landing tables.

How Datrise loads Sierra Interactive into DuckDB

Datrise syncs Sierra Interactive's contacts, accounts, deals, activities, and lifecycle events into DuckDB as a typed table per source entity in a DuckDB file. Flexible or custom fields land in JSON or STRUCT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.

Sync is incremental: Datrise uses rewrites changed entities into the local database (or Parquet) on each run, so re-runs update only what changed. Hive-partitioned Parquet by load date when exporting. DuckDB is single-writer and embedded, so Datrise produces a consistent file snapshot rather than concurrent streaming writes.

Ideal for local and notebook analytics without standing up a server.

Endpoints

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

DuckDB: In-process analytics database for fast local OLAP.

How Sierra Interactive entities map to DuckDB

Sierra Interactive entityDuckDB objectNotes
contactssierra_interactive_contactsid PK · custom fields → JSON or STRUCT columns
accountssierra_interactive_accountsid PK · linked to sierra_interactive_contacts
dealssierra_interactive_dealsid PK · linked to sierra_interactive_contacts
activitiessierra_interactive_activitiesTIMESTAMP WITH TIME ZONE events

FAQ

How does Datrise handle Sierra Interactive's custom fields in DuckDB?

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

How does the Sierra Interactive to DuckDB sync stay up to date?

It runs incrementally — Datrise uses rewrites changed entities into the local database (or Parquet) on each run.

Related pipelines

Early access

Connect Sierra Interactive to DuckDB the easy way

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