DatriseAI-first ETL

Import API to Microsoft SQL Server Integration

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

How Datrise loads Import API into Microsoft SQL Server

Datrise syncs Import API's records, payloads, batches, schemas, ingest timestamps, and source keys 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

Import API: Direct API push of custom records into a pipeline.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Import API entities map to Microsoft SQL Server

Import API entityMicrosoft SQL Server objectNotes
recordsimport_api_recordsid PK · custom fields → NVARCHAR(MAX) JSON columns
payloadsimport_api_payloadsid PK · linked to import_api_records
batchesimport_api_batchesid PK · linked to import_api_records
schemasimport_api_schemasid PK · linked to import_api_records

FAQ

How does Datrise handle Import API'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 Import API 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

Connect Import API to Microsoft SQL Server the easy way

Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.