Fire Protection
How fire protection are reshaped as AGI capability advances.
The bottom line
Only about 15% of Fire Protection is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: With no child occupations seeded, I derived the scalar from the industry's NAICS description, which centers on 'firefighting and other related fire protection activities' and 'ambulance or rescue services'. These are fundamentally hands-on, emergency-response activities performed on-site, placing the core value-producing work squarely in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Fire Protection sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Fire Protection inherits.
Fire Protection is itself composed of 9 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
The problems this exposes
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
Where Fire Protection sits
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Problems
- Tactical Pre-Incident Intelligenceops
- Dispatch Interoperability Failuresops
- Apparatus Fleet Fundingcapital
- Turnout Gear Lifecycle Managementsupply-chain
- NFPA Certification Trackingcompliance
- Minimum Staffing Overtime Costsops
- Firefighter Recruitment Pipelinetalent
Opportunities
- Pre-Plan Intelligence AgentAgent
- Turnout Gear ComplianceHeadless SaaS
- Overtime Roster AutomationAgent
- Apparatus Grant WriterService-as-Software
- CAD Translation EngineHeadless SaaS