DatriseAI-first ETL

Salesloft DuckDB

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

How Datrise loads Salesloft into DuckDB

Datrise syncs Salesloft's cadence activity, conversation signals, and revenue workflow execution 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

Salesloft: Revenue workflow platform for cadences, conversations, and coaching signals.

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

How Salesloft entities map to DuckDB

Salesloft entityDuckDB objectNotes
cadence activitysalesloft_cadence_activityTIMESTAMP WITH TIME ZONE events
conversation signalssalesloft_conversation_signalsid PK · linked to salesloft_cadence_activity
revenue workflow executionsalesloft_revenue_workflow_executionid PK · linked to salesloft_cadence_activity

FAQ

How does Datrise handle Salesloft'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 Salesloft 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

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