DatriseAI-first ETL

Capsule CRM Microsoft SQL Server

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

How Datrise loads Capsule CRM into Microsoft SQL Server

Datrise syncs Capsule CRM's contacts, opportunities, tracks, and lightweight sales process data 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

Capsule CRM: SMB CRM for contacts, opportunities, and lightweight workflows.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Capsule CRM entities map to Microsoft SQL Server

Capsule CRM entityMicrosoft SQL Server objectNotes
contactscapsule_crm_contactsid PK · custom fields → NVARCHAR(MAX) JSON columns
opportunitiescapsule_crm_opportunitiesid PK · linked to capsule_crm_contacts
trackscapsule_crm_tracksid PK · linked to capsule_crm_contacts
lightweight sales process datacapsule_crm_lightweight_sales_process_dataid PK · linked to capsule_crm_contacts

FAQ

How does Datrise handle Capsule CRM'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 Capsule CRM 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

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