Fire Protection & Life Safety Services Company.
Our Projects
We installed an AI control tower that runs those workflows itself, cutting dispatch to under two minutes, giving back 10+ hours a week, and surfacing $14K a month in hidden revenue leakage.
- Year
- 2023
- Industry
- Fire Protection & Life Safety
- Location
- NYC Tri-State Area
- Fleet
- 20+ Service Vehicles


The Challenge
A leading NYC tri-state fire protection company was scaling fast but drowning in operational complexity.
Running a 20-truck fleet across emergency and scheduled calls in a dense metro, they faced:
- Dispatch bottlenecks: Manual dispatch couldn't prioritize emergencies over routine jobs. Missed SLAs, lost revenue.
- Onboarding drag: Every new tech or client meant hours of manual intake and knowledge trapped in the owner's head.
- Payroll chaos: Reconciling hours, overtime, and job costing across 20+ techs ate hours every week and still broke.
- Zero visibility: No single view of operations. Everything lived in spreadsheets, texts, and tribal knowledge.
The Solution
We deployed a full AI Control Tower, an operating system purpose-built for their business, with specialized agents working:
- AI Onboarding Agent: Codifies the owner's 15-technique diagnostic method into a structured intake that captures service history, building specs, compliance, and scheduling. A 2-hour process becomes 15 minutes.
- AI Dispatch Engine: Priority-based dispatch (P0 to P3) built on the company's own rules. Emergencies auto-escalate to the nearest qualified tech; routine inspections batch by geography.
- AI Operations Agent: A 24/7 coordinator handling job status, schedule changes, and client comms, taking the back-office load off the operations manager.
- Automated Payroll & Job Costing: Field hours captured, validated against dispatch records, and reconciled to job codes. Overtime, compliance, and per-job costs generated automatically.
- Executive ROI Dashboard: Real-time visibility into revenue per truck, tech utilization, client profitability, and operational KPIs.


< 2 min
Before: 15-30 mins (manual)
AI-Routed Dispatch Decision Time
15 min
Before: 2 hours
Client/tech onboarding
< 1 hr
Before: 6-8 hours
Weekly payroll processing
< 3%
Before: 12-15%
Missed/late emergency responses