NFIRS Assistant

Free voice-or-text → NFIRS-1 (Basic Module) draft generator for U.S. fire departments. Aimed at volunteer + combination departments who spend hours per shift on NFIRS paperwork.

Live at: https://nfirs.freshskyai.com

What it does

A firefighter speaks (browser-native Web Speech API) or types a short narrative after a call. The app uses an LLM to extract structured fields and look up the correct NFIRS-5.0 codes (incident type, property use, actions taken, cause of ignition). Output is a structured draft the firefighter reviews + copies into their existing NFIRS-5 entry tool.

What it deliberately doesn't do

• No CAD/RMS integration (zero-friction install)
• No PHI / patient-care data
• No accounts, no upsell, no contract
• No autonomous filing — output is always a DRAFT for human review

Stack

• Flask + gunicorn on Cloud Run (us-central1)
• LLM provider chain: Groq → Cerebras → Gemini → Mistral → HuggingFace (auto-fallback, US/EU jurisdictions only)
• No database. No persistence. Stateless.
• min-instances=0 so it costs $0 when idle

License

Built by Fresh Sky LLC (Somerset County NJ) as a free volunteer offering for the U.S. fire service.