Fastbill to ThoughtSpot Integration
AI-first ETL from Fastbill into ThoughtSpot. Governed entities, incremental sync, typed landing tables.
How Datrise loads Fastbill into ThoughtSpot
Datrise syncs Fastbill's invoices, customers, line items, payments, expenses, and recurring invoices into ThoughtSpot as warehouse tables ThoughtSpot indexes for search. Flexible or custom fields land in flattened columns for searchable fields, and timestamps such as created, updated, and status changes are typed as date/time columns.
Sync is incremental: Datrise uses incremental refresh of the indexed tables, so re-runs update only what changed. Date-partitioned facts for live-query performance. ThoughtSpot search relies on clear names and relationships, so Datrise lands well-named, joinable tables.
Ideal for natural-language search analytics over a warehouse.
Endpoints
Fastbill: Invoicing and accounting for small businesses.
ThoughtSpot: Search-driven analytics with AI-assisted insights on warehouse data.
How Fastbill entities map to ThoughtSpot
| Fastbill entity | ThoughtSpot object | Notes |
|---|---|---|
| invoices | fastbill_invoices | id PK · custom fields → flattened columns for searchable fields |
| customers | fastbill_customers | id PK · linked to fastbill_invoices |
| line items | fastbill_line_items | id PK · linked to fastbill_invoices |
| payments | fastbill_payments | id PK · linked to fastbill_invoices |
FAQ
How does Datrise handle Fastbill's custom fields in ThoughtSpot?
Flexible values are stored as flattened columns for searchable fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ThoughtSpot types.
How does the Fastbill to ThoughtSpot sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the indexed tables.
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