DatriseAI-first ETL

Typeform Oracle Database

AI-first ETL from Typeform into Oracle Database. Governed entities, incremental sync, typed landing tables.

How Datrise loads Typeform into Oracle Database

Datrise syncs Typeform's forms, responses, questions, workspaces, and completion metrics into Oracle Database as a typed table per source entity. Flexible or custom fields land in JSON or CLOB columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP WITH TIME ZONE.

Sync is incremental: Datrise uses a watermark on updated-at, applied with MERGE INTO, so re-runs update only what changed. Optional range partitioning by load date. Oracle treats an empty string as NULL, so Datrise distinguishes blank source values from missing ones during load.

Ideal for enterprise data teams consolidating CRM data into an Oracle warehouse.

Endpoints

Typeform: Conversational forms and response analytics.

Oracle Database: Enterprise RDBMS with advanced partitioning and HA.

How Typeform entities map to Oracle Database

Typeform entityOracle Database objectNotes
formstypeform_formsid PK · custom fields → JSON or CLOB columns
responsestypeform_responsesid PK · linked to typeform_forms
questionstypeform_questionsid PK · linked to typeform_forms
workspacestypeform_workspacesid PK · linked to typeform_forms

FAQ

How does Datrise handle Typeform's custom fields in Oracle Database?

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

How does the Typeform to Oracle Database sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with MERGE INTO.

Related pipelines

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