DatriseAI-first ETL

SurveyCTO to Microsoft SQL Server Integration

AI-first ETL from SurveyCTO into Microsoft SQL Server. Governed entities, incremental sync, typed landing tables.

How Datrise loads SurveyCTO into Microsoft SQL Server

Datrise syncs SurveyCTO's form submissions, forms, fields, answers, enumerators, and submission timestamps into Microsoft SQL Server as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.

Sync is incremental: Datrise uses a watermark on updated-at, applied with a MERGE statement, so re-runs update only what changed. Optional partitioned tables on a date partition function. SQL Server defaults to a case-insensitive collation, so Datrise preserves original casing in a metadata column to avoid silent key collisions.

Ideal for Microsoft-stack analytics and Power BI Import models.

Endpoints

SurveyCTO: Offline-capable field survey data collection.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How SurveyCTO entities map to Microsoft SQL Server

SurveyCTO entityMicrosoft SQL Server objectNotes
form submissionssurveycto_form_submissionsid PK · custom fields → NVARCHAR(MAX) JSON columns
formssurveycto_formsid PK · linked to surveycto_form_submissions
fieldssurveycto_fieldsid PK · linked to surveycto_form_submissions
answerssurveycto_answersid PK · linked to surveycto_form_submissions

FAQ

How does Datrise handle SurveyCTO's custom fields in Microsoft SQL Server?

Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Microsoft SQL Server types.

How does the SurveyCTO to Microsoft SQL Server sync stay up to date?

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

Related pipelines

Early access

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