DatriseAI-first ETL

Fastbill to Spotfire Integration

AI-first ETL from Fastbill into Spotfire. Governed entities, incremental sync, typed landing tables.

How Datrise loads Fastbill into Spotfire

Datrise syncs Fastbill's invoices, customers, line items, payments, expenses, and recurring invoices into Spotfire as warehouse tables or in-memory data for Spotfire analyses. Flexible or custom fields land in flattened columns for visualizations, and timestamps such as created, updated, and status changes are typed as date/time columns.

Sync is incremental: Datrise uses incremental refresh of the connected tables or in-memory data, so re-runs update only what changed. Date-partitioned facts. Spotfire can load data in-memory, so Datrise keeps the backing tables incremental so analyses refresh without full reloads.

Ideal for interactive analytical visualization and data science.

Endpoints

Fastbill: Invoicing and accounting for small businesses.

Spotfire: Visual analytics platform for interactive dashboards and data science workflows.

How Fastbill entities map to Spotfire

Fastbill entitySpotfire objectNotes
invoicesfastbill_invoicesid PK · custom fields → flattened columns for visualizations
customersfastbill_customersid PK · linked to fastbill_invoices
line itemsfastbill_line_itemsid PK · linked to fastbill_invoices
paymentsfastbill_paymentsid PK · linked to fastbill_invoices

FAQ

How does Datrise handle Fastbill's custom fields in Spotfire?

Flexible values are stored as flattened columns for visualizations, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Spotfire types.

How does the Fastbill to Spotfire sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the connected tables or in-memory data.

Related pipelines

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