ServiceTitan to Spotfire Integration
AI-first ETL from ServiceTitan into Spotfire. Governed entities, incremental sync, typed landing tables.
How Datrise loads ServiceTitan into Spotfire
Datrise syncs ServiceTitan's jobs, customers, estimates, invoices, technicians, and service agreements 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
ServiceTitan: Trades platform for dispatch, jobs, and revenue reporting.
Spotfire: Visual analytics platform for interactive dashboards and data science workflows.
How ServiceTitan entities map to Spotfire
| ServiceTitan entity | Spotfire object | Notes |
|---|---|---|
| jobs | servicetitan_jobs | id PK · custom fields → flattened columns for visualizations |
| customers | servicetitan_customers | id PK · linked to servicetitan_jobs |
| estimates | servicetitan_estimates | id PK · linked to servicetitan_jobs |
| invoices | servicetitan_invoices | id PK · linked to servicetitan_jobs |
FAQ
How does Datrise handle ServiceTitan'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 ServiceTitan to Spotfire sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the connected tables or in-memory data.
Related pipelines
More destinations for ServiceTitan
- ServiceTitan → Yellowfin
- ServiceTitan → PostgreSQL
- ServiceTitan → MySQL
- ServiceTitan → Microsoft SQL Server
- ServiceTitan → Oracle Database
- ServiceTitan → Snowflake
- ServiceTitan → Google BigQuery
- ServiceTitan → Amazon Redshift
- ServiceTitan → Databricks SQL Warehouse
- ServiceTitan → ClickHouse
- ServiceTitan → DuckDB
- ServiceTitan → Amazon Athena
Early access
Connect ServiceTitan to Spotfire the easy way
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