Will AI Replace First-Line Supervisors of Firefighting and Prevention Workers?

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

physical manipulation — Administering first aid requires physical intervention

Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use.

visual inspection — Hands-on safety inspection of physical equipment

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

interpersonal — Emergency request requires live accountable action

Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios.

interpersonal — Live radio relay of incidents is real-time human

Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters.

physical manipulation — Firefighting direction is physical, live, high-stakes command

Evaluate size, location, and condition of fires.

visual inspection — Assessing fire characteristics requires physical presence

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

interpersonal — Live instruction and hands-on coaching require human presence

Recruit or hire firefighting personnel.

interpersonal — AI drafts outreach; human builds candidate relationships

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

visual inspection — Assessing fire characteristics requires physical presence

Monitor fire suppression expenditures to ensure that they are necessary and reasonable.

physical manipulation — Firefighting direction is physical, live, high-stakes command

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

interpersonal — Directing training programs needs human leadership

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

physical manipulation — Hands-on firefighting equipment maintenance

Evaluate the performance of assigned firefighting personnel.

decision support — Performance review aided; accountability and context human

Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.

data analysis — Maintain operational records in structured systems

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

physical manipulation — Firefighting direction is physical, live, high-stakes command

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

physical manipulation — Firefighting direction is physical, live, high-stakes command

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

decision support — Conformance checking aided by AI, but on-site verification is human

Maintain knowledge of fire laws and fire prevention techniques and tactics.

information retrieval — AI supports study; certification requires human

Inspect stations, uniforms, equipment, or recreation areas to ensure compliance with safety standards, taking corrective action as necessary.

visual inspection — Security/safety walkthrough requires physical presence

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

visual inspection — Hands-on safety inspection of physical equipment

Recommend equipment modifications or new equipment purchases.

decision support — Safety recommendations drafted; site verification human

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

text generation — Draft operational reports; human tailors and signs off

Maintain required maps and records.

data analysis — Maintain operational records in structured systems

Schedule employee work assignments and set work priorities.

decision support — Routine schedule generation from stated constraints

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

text generation — Fire plans drafted; code compliance and site review human

Drive crew carriers to transport firefighters to fire sites.

situated mobility — Driving vehicles to transport people/equipment

Analyze burn conditions and results, and prepare postburn reports.

text generation — Generate operational reports from structured data

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

visual inspection — Physical fire-code walkthrough requires presence and judgment

Plan, direct, and supervise prescribed burn projects.

text generation — Relaying situation details is structured communication

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

decision support — Procedures drafted; human validates feasibility