
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.
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/ 3019 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.
- TASK 01
Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.
AI DOESDrafts reports, fills standard forms, and searches records databases
YOU DOVerify facts, apply legal judgment, and sign official documents
- TASK 02
Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.
AI DOESDrafts report language, organizes findings, and suggests standard corrective recommendations from inspection notes
YOU DOConfirm accuracy of on-site observations and apply professional liability to official findings
- TASK 03
Recommend changes to fire prevention, inspection, and fire code endorsement procedures.
AI DOESDrafts policy language, compares fire codes across regions, and summarizes research on best practices
YOU DODraw on field experience to judge what actually works in real buildings and real situations
- TASK 04
Develop or review fire exit plans.
AI DOESDrafts exit plan layouts, checks code compliance rules, and flags missing elements
YOU DOWalk the actual building and confirm the plan matches real-world conditions
- TASK 05
Develop and coordinate fire prevention programs, such as false alarm billing, fire inspection reporting, and hazardous materials management.
AI DOESDrafts program documents, generates report templates, and organizes billing data
YOU DOApply local regulations, build agency partnerships, and make policy decisions
- TASK 06
Review blueprints and plans for new or remodeled buildings to ensure the structures meet fire safety codes.
AI DOESScans digital blueprints and highlights areas that may not meet standard fire codes
YOU DOApply local code knowledge and professional judgment to complex or unusual building layouts
- TASK 07
Issue permits for public assemblies.
AI DOESDrafts permit forms, checks code requirements, and flags missing info
YOU DOVisit the site and make the final safety call
- TASK 08
Analyze evidence and other information to determine probable cause of fire or explosion.
AI DOESCross-references fire patterns, burn data, and case reports to suggest likely causes
YOU DOBring hands-on scene knowledge and professional judgment to reach a legally defensible conclusion
- 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 DOESLooks up relevant fire codes, drafts violation summaries, and suggests standard corrective actions based on violation type
YOU DOWalk the building, assess real conditions, and judge what fixes actually make sense for that specific property
- TASK 10
Teach fire investigation techniques to other firefighter personnel.
AI DOESDrafts lesson plans, quizzes, slide decks, and study guides on fire investigation topics
YOU DOLead hands-on training, answer real questions, and build skills through live practice
- TASK 11
Teach public education programs on fire safety and prevention.
AI DOESDrafts lesson plans, presentation slides, quizzes, and handout materials
YOU DOShow up in person, adapt to your audience, and make real human connections
- TASK 12
Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.
AI DOESDrafts investigation reports, summarizes regulations, and organizes case notes
YOU DOConduct interviews, weigh witness credibility, and make final legal determinations
- TASK 13
Instruct children about the dangers of fire.
AI DOESDrafts lesson plans, scripts, quizzes, and fun activities about fire safety
YOU DOShow up in person, read the room, and make kids feel safe asking questions
- TASK 14
Coordinate efforts with other organizations, such as law enforcement agencies.
AI DOESDrafts coordination emails, organizes agency contacts, and summarizes case notes to share
YOU DOBuild relationships and make judgment calls about what to share with which agencies
- TASK 15
Supervise staff, training them, planning their work, and evaluating their performance.
AI DOESDrafts training plans, schedules, and performance tracking templates
YOU DOBuild real relationships and make fair calls about your team
- TASK 16
Testify in court cases involving fires, suspected arson, and false alarms.
AI DOESHelps prepare testimony by organizing case facts, timelines, and evidence summaries
YOU DOShow up, speak under oath, and answer tough questions from lawyers in real time
- TASK 17
Subpoena and interview witnesses, property owners, and building occupants to obtain information and sworn testimony.
AI DOESDrafts interview questions and helps organize witness notes afterward
YOU DOShow up in person, establish legal authority, and build trust with witnesses
- TASK 18
Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found.
AI DOESDrafts follow-up checklists and reminder notices based on prior violation records
YOU DOShow up on-site and use your trained eyes to confirm real fixes were made
- 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 DOESHelps look up codes, draft permit paperwork, and flag regulatory requirements
YOU DOWalk 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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