DatriseAI-first ETL

Xero Microsoft SQL Server

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

How Datrise loads Xero into Microsoft SQL Server

Datrise syncs Xero's contacts, invoices, bank transactions, accounts, and payments 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

Xero: Cloud accounting for SMB ledgers and cash flow.

Microsoft SQL Server: Microsoft relational DB with enterprise features.

How Xero entities map to Microsoft SQL Server

Xero entityMicrosoft SQL Server objectNotes
contactsxero_contactsid PK · custom fields → NVARCHAR(MAX) JSON columns
invoicesxero_invoicesid PK · linked to xero_contacts
bank transactionsxero_bank_transactionsid PK · linked to xero_contacts
accountsxero_accountsid PK · linked to xero_contacts

FAQ

How does Datrise handle Xero'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 Xero 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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