Draft incident reports, AARs, and SOPs faster

Reduce report time, improve consistency

Why this helps fire leaders

Incident narratives and AARs often take hours after a long shift. These templates focus on transforming raw logs and notes into clear, defensible text by enforcing chronological structure, source citation, and role-based sections. Use the assistant to standardize language across the battalion, speed sign-off, and reduce rework during mutual-aid or legal review.

• Turn CAD timestamps and radio transcripts into a chronological narrative with flagged unclear entries for follow-up
• Produce AAR executive summaries and action items tied to specific personnel or SOP updates
• Draft SOPs and checklists that match local format and review processes without forcing vendor workflows

Practical prompts you can reuse

Prebuilt prompt packs and examples

Use or adapt these prompt clusters to generate documents that fit your department's practices. Each prompt includes source reminders and reviewer checkpoints.

From raw logs to reviewer‑ready documents

How it works in practice

The assistant guides you through importing sources, mapping unit IDs, and selecting a template. Prompts remind the author to cite sources, list timestamps, and mark entries needing verification. Outputs are divided into role-based sections to speed supervisor review and sign-off.

• Step 1: Choose a template (incident narrative, AAR, SOP, etc.)
• Step 2: Paste CAD timestamps, radio transcripts, and crew notes into the guided prompt
• Step 3: Review the generated draft, confirm or redact sensitive items, and export for records

Based on common fire-service references

Source ecosystem & compliance-aware drafting

Templates are designed with municipal SOPs, ICS guidance, NFPA conventions, and typical CAD/radio logs in mind. The assistant emphasizes preserving source traces and including evidence notes to support later review or discovery.

• Prompts request explicit source citations (CAD log line, crew report, witness statement)
• Guidance for redaction and removing patient identifiers prior to wider distribution
• Templates align with incident command roles and documentation expectations

Prepare files for records and partners

Export, review, and distribution

Drafts can be exported as plain text or copy-pasted into your records management system. Each output includes a reviewer checklist and suggested distribution list (internal review, mutual-aid partners, public information officer).

• Include reviewer checkpoints in every document for legal defensibility
• Add chain-of-custody notes when evidence or physical items are involved
• Prepare a redacted public version for community communications

Ready-to-run prompts

Concrete prompt examples (copy-and-use)

Below are example prompts tailored for common fire-service tasks. Replace bracketed items with local data.

• Incident Narrative: "Draft an incident narrative for a structure fire on [date] at [address]. Use a chronological format starting with dispatch time, unit arrival times, initial size-up, actions taken by each unit, times of key events (knockdown, ventilation, secondary search), injuries, and estimated property loss. Cite sources: CAD log excerpt, witness statement from [name], and crew 1A engine report."
• AAR Summary: "Create an AAR summary for [incident name] that lists objectives, what went well, what needs improvement, contributing factors, lessons learned, and recommended corrective actions tied to specific personnel or SOP revisions. Include a short executive summary for command staff."
• Shift Briefing: "Compose a 5-minute shift briefing covering outstanding maintenance items, personnel status, training reminders, and recent changes to staging or mutual-aid agreements. Provide action items with owners and suggested completion dates."