Field Service Analytics
TWSS Branch Profitability Intelligence
Multi-location profitability across QBO, DASH, Luxor CRM, and Geotab.
A centralized data and AI-enabled analytics platform for multi-location restoration and field-service businesses — unifies QuickBooks Online, DASH job management, Luxor CRM, and Geotab fleet into a single source of truth that powers embedded executive dashboards and a rules-first natural-language query interface.
Outcomes
- Single source of truth across accounting, jobs, sales, and fleet
- Embedded executive dashboards per branch
- Rules-first NL Q&A — auditable, no hallucinated math
Key capabilities
- Multi-source ingestion (QBO + DASH + Luxor + Geotab)
- Branch-level profitability semantic layer
- Embedded executive dashboards (ECharts)
- Rules-first NL Q&A chat over governed metrics
How it works
- 1
Connectors ingest accounting, jobs, sales, and fleet data
- 2
Semantic layer normalizes branches, jobs, and customers
- 3
Dashboards render KPIs with drill-down per branch
- 4
NL chat answers questions via rules-first query engine
Integrates with
Tech stack
- FastAPI backend
- Next.js 15 + ECharts frontend
- PostgreSQL + pgvector
- Redis cache
- Docker Compose stack
Ideal for
Restoration, HVAC, plumbing, and other multi-location field-service operators running QBO + jobs + CRM + fleet.
Start a 6-week pilot on TWSS Branch Profitability Intelligence.
Every accelerator ships with a scoped pilot. Bring the use case; we bring the platform, the agent, and the guardrails.