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JOB REPORT / 33-2021 · 30 TASKS

Fire Inspectors and Investigators.

Can AI do the work of Fire Inspectors and Investigators?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

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The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Prepare and maintain reports of investigation results, and records…
  • Write detailed reports of fire inspections performed, fire code…
  • Recommend changes to fire prevention, inspection, and fire code…

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A guided certificate program in AI-assisted Fire Inspectors and Investigators work. It covers the 19 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

19 of 30 tasks reviewed

This job has 30 core tasks. We went through 19 of them, one at a time.

Task by task, from the work Fire Inspectors and Investigators actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.

    AI DOES

    Drafts reports, fills standard forms, and searches records databases

    YOU DO

    Verify facts, apply legal judgment, and sign official documents

  2. TASK 02

    Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.

    AI DOES

    Drafts report language, organizes findings, and suggests standard corrective recommendations from inspection notes

    YOU DO

    Confirm accuracy of on-site observations and apply professional liability to official findings

  3. TASK 03

    Recommend changes to fire prevention, inspection, and fire code endorsement procedures.

    AI DOES

    Drafts policy language, compares fire codes across regions, and summarizes research on best practices

    YOU DO

    Draw on field experience to judge what actually works in real buildings and real situations

  4. TASK 04

    Develop or review fire exit plans.

    AI DOES

    Drafts exit plan layouts, checks code compliance rules, and flags missing elements

    YOU DO

    Walk the actual building and confirm the plan matches real-world conditions

  5. TASK 05

    Develop and coordinate fire prevention programs, such as false alarm billing, fire inspection reporting, and hazardous materials management.

    AI DOES

    Drafts program documents, generates report templates, and organizes billing data

    YOU DO

    Apply local regulations, build agency partnerships, and make policy decisions

  6. TASK 06

    Review blueprints and plans for new or remodeled buildings to ensure the structures meet fire safety codes.

    AI DOES

    Scans digital blueprints and highlights areas that may not meet standard fire codes

    YOU DO

    Apply local code knowledge and professional judgment to complex or unusual building layouts

  7. TASK 07

    Issue permits for public assemblies.

    AI DOES

    Drafts permit forms, checks code requirements, and flags missing info

    YOU DO

    Visit the site and make the final safety call

  8. TASK 08

    Analyze evidence and other information to determine probable cause of fire or explosion.

    AI DOES

    Cross-references fire patterns, burn data, and case reports to suggest likely causes

    YOU DO

    Bring hands-on scene knowledge and professional judgment to reach a legally defensible conclusion

  9. TASK 09

    Identify corrective actions necessary to bring properties into compliance with applicable fire codes, laws, regulations, and standards, and explain these measures to property owners or their representatives.

    AI DOES

    Looks up relevant fire codes, drafts violation summaries, and suggests standard corrective actions based on violation type

    YOU DO

    Walk the building, assess real conditions, and judge what fixes actually make sense for that specific property

  10. TASK 10

    Teach fire investigation techniques to other firefighter personnel.

    AI DOES

    Drafts lesson plans, quizzes, slide decks, and study guides on fire investigation topics

    YOU DO

    Lead hands-on training, answer real questions, and build skills through live practice

  11. TASK 11

    Teach public education programs on fire safety and prevention.

    AI DOES

    Drafts lesson plans, presentation slides, quizzes, and handout materials

    YOU DO

    Show up in person, adapt to your audience, and make real human connections

  12. TASK 12

    Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

    AI DOES

    Drafts investigation reports, summarizes regulations, and organizes case notes

    YOU DO

    Conduct interviews, weigh witness credibility, and make final legal determinations

  13. TASK 13

    Instruct children about the dangers of fire.

    AI DOES

    Drafts lesson plans, scripts, quizzes, and fun activities about fire safety

    YOU DO

    Show up in person, read the room, and make kids feel safe asking questions

  14. TASK 14

    Coordinate efforts with other organizations, such as law enforcement agencies.

    AI DOES

    Drafts coordination emails, organizes agency contacts, and summarizes case notes to share

    YOU DO

    Build relationships and make judgment calls about what to share with which agencies

  15. TASK 15

    Supervise staff, training them, planning their work, and evaluating their performance.

    AI DOES

    Drafts training plans, schedules, and performance tracking templates

    YOU DO

    Build real relationships and make fair calls about your team

  16. TASK 16

    Testify in court cases involving fires, suspected arson, and false alarms.

    AI DOES

    Helps prepare testimony by organizing case facts, timelines, and evidence summaries

    YOU DO

    Show up, speak under oath, and answer tough questions from lawyers in real time

  17. TASK 17

    Subpoena and interview witnesses, property owners, and building occupants to obtain information and sworn testimony.

    AI DOES

    Drafts interview questions and helps organize witness notes afterward

    YOU DO

    Show up in person, establish legal authority, and build trust with witnesses

  18. TASK 18

    Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found.

    AI DOES

    Drafts follow-up checklists and reminder notices based on prior violation records

    YOU DO

    Show up on-site and use your trained eyes to confirm real fixes were made

  19. TASK 19

    Inspect properties that store, handle, and use hazardous materials to ensure compliance with laws, codes, and regulations, and issue hazardous materials permits to facilities found in compliance.

    AI DOES

    Helps look up codes, draft permit paperwork, and flag regulatory requirements

    YOU DO

    Walk the site, use your senses, and make the final safety call

START LEARNING AI

Practice AI.
Use your judgment.

There are 19 short lessons for this job, about 15 minutes each. Each one starts from a task above and teaches the part that stays with you.

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Can AI do the work of Fire Inspectors and Investigators? — rtwoai