Municipal Fire Fighting and Prevention Supervisors

Prepare activity reports listing fire call locations, actions taken, fire types and probable causes, damage estimates, and situation dispositions.

AI: Fully automatable - Generating incident activity reports from structured logs, transcripts, sensor data, and officer inputs is a task that can be fully automated by 2025.

Compile and maintain records on personnel, accidents, equipment, and supplies.

AI: Fully automatable - Compiling and maintaining personnel, accident, equipment, and supply records is readily automatable with databases and AI-supported data extraction and validation.

Maintain required maps and records.

AI: Fully automatable - Maintaining maps and records (including GIS updates and document management) is a routine information task that AI can fully automate and keep current.

Present and interpret fire prevention and fire code information to citizens' groups, organizations, contractors, engineers, and developers.

AI: Fully automatable - AI can generate, interpret, and deliver presentations and technical explanations to varied audiences and handle Q&A, effectively performing the informational and interpretive aspects of the task.

Document efforts taken to bring property owners into compliance with laws, codes, regulations, ordinances, and standards.

AI: Fully automatable - AI can fully create, organize, and maintain documentation of compliance efforts given inspection inputs and logs, automating recordkeeping and reporting.

Coordinate the distribution of fire prevention promotional materials.

AI: Fully automatable - Coordinating distribution of promotional materials is largely administrative and can be automated end-to-end by 2025-capable AI systems for targeting, production, logistics and digital delivery.

Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents.

AI: Partial - AI can recommend strategic firefighter placements and resource allocation using predictive models, but incident command requires human tactical judgment and real-time adaptation.

Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements.

AI: Partial - AI can analyze sensor and camera feeds and recommend resource levels and hazards, but cannot fully replace on-scene human judgment and command authority in dynamic, high-stakes fireground assessment.

Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects.

AI: Partial - AI can create lesson plans, run simulations and virtual instruction, and support assessment, but cannot fully conduct hands‑on physical drills or provide tactile, real‑time coaching and authority in person.

Evaluate the performance of assigned firefighting personnel.

AI: Partial - AI can objectively analyze performance data, video, and simulation metrics to support evaluations, but cannot fully capture nuanced leadership, contextual judgment, and final personnel decisions without human oversight.

Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status.

AI: Partial - AI can schedule training, assign instructors, track progress, and produce reports, but cannot fully assume managerial responsibility and in-person direction of training programs.

Attend in-service training classes to remain current in knowledge of codes, laws, ordinances, and regulations.

AI: Partial - AI can monitor, ingest, and summarize updates to codes and regulations and generate study materials, but it cannot literally substitute for a human attending mandated in‑service sessions and certifications.

Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.

AI: Partial - AI can run diagnostics, analyze sensor and test data, and recommend actions, but physical testing, calibration and formal certification of equipment still require trained technicians.

Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment.

AI: Partial - AI can diagnose issues, generate maintenance steps, and draft modification or replacement proposals, but cannot perform the physical maintenance and minor repairs on equipment and vehicles.

Participate in creating fire safety guidelines and evacuation schemes for nonresidential buildings.

AI: Partial - AI can draft fire safety guidelines and model evacuation schemes using building data and simulations, but human experts must review, adapt for local context, and sign off on final plans.

Evaluate fire station procedures to ensure efficiency and enforcement of departmental regulations.

AI: Partial - AI can analyze procedures, staffing and incident data to identify inefficiencies and compliance gaps, but enforcement and nuanced operational judgment require human supervisors.

Direct firefighters in station maintenance duties, and participate in these duties.

AI: Partial - AI can schedule, assign, and provide instructions for maintenance tasks, but it cannot physically participate in or assume on-site leadership and hands-on oversight.

Recommend personnel actions related to disciplinary procedures, performance, leaves of absence, and grievances.

AI: Partial - AI can analyze performance records and draft recommended personnel actions, but disciplinary, legal and ethical decisions require human judgment and authorized sign-off.

Develop or review building fire exit plans.

AI: Partial - AI can generate and review fire exit plans using building models and code rules, but on-site validation, contextual adjustments and final approval need human experts.

Study and interpret fire safety codes to establish procedures for issuing permits to handle hazardous or flammable substances.

AI: Partial - AI can parse and interpret fire safety codes to draft permit procedures and decision rules, but legal interpretation and authoritative establishment of procedures require human oversight.

Recommend to proper authorities possible fire code revisions, additions, and deletions.

AI: Partial - AI can analyze incident data and benchmark codes to propose revisions, but recommending changes to authorities and managing legal/political processes requires human actors.

Direct investigation of cases of suspected arson, hazards, and false alarms and submit reports outlining findings.

AI: Partial - AI can assist arson investigations by analyzing digital evidence, patterns, and drafting reports, but cannot perform field evidence collection or exercise legal investigative authority.

Identify corrective actions needed to bring properties into compliance with applicable fire codes and ordinances and conduct follow-up inspections to see if corrective actions have been taken.

AI: Partial - AI can analyze codes and recommend corrective actions and guide remote follow-up (e.g., via photos) but cannot reliably perform in-person verification or on-site judgment.

Supervise and participate in the inspection of properties to ensure that they are in compliance with applicable fire codes, ordinances, laws, regulations, and standards.

AI: Partial - AI can support inspections via remote sensors, risk scoring and checklists, but supervising and conducting physical property inspections requires human presence and discretion.

Report and issue citations for fire code violations found during inspections, testifying in court about violations when required.

AI: Partial - AI can draft violation reports and prepare evidence and testimony but cannot legally issue citations or provide sworn, in-person testimony and bearing in court.

Oversee review of new building plans to ensure compliance with laws, ordinances, and administrative rules for public fire safety.

AI: Partial - AI can perform automated plan reviews, flag code conflicts, and recommend fixes but cannot assume final professional responsibility or substitute for licensed human oversight.

Conduct fire drills for building occupants and report on the outcomes of such drills.

AI: Partial - AI can design, schedule, coordinate, and report on drills (including analyzing sensor/video data) but cannot physically lead or ensure participant compliance in real-world drills.

Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies.

AI: Not automatable - AI cannot physically provide emergency medical care or perform light-to-heavy rescue operations and is limited to support roles like triage guidance, diagnostics, and coordination.