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Inspect commercial, industrial, or production systems or equipment

Work activity · O*NET

Inspect commercial, industrial, or production systems or equipment is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Inspecting Equipment, Structures, or Materials. 146 occupations report doing it as part of their work.

What it involves

The most common detailed activities O*NET records under this category, ranked by how many occupation tasks map to each.

  • Inspect production equipment
  • Inspect equipment to ensure proper functioning
  • Inspect mechanical equipment to locate damage, defects, or wear
  • Inspect equipment to ensure safety or proper functioning
  • Inspect electrical or electronic systems for defects
  • Examine medical instruments or equipment to ensure proper operation
  • Inspect equipment or tools to be used in construction or excavation
  • Inspect industrial or commercial equipment to ensure proper operation

How AI is applied to this activity

Microsoft's "Working with AI" study mapped real Bing Copilot conversations to O*NET work activities. The figures below are their measurements for this activity — they describe how AI is used today in one assistant's data, not a forecast that the activity will be automated.

AI completes it successfully 91.1% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 22.2% How much of the activity AI carries within a conversation
Positive user feedback 75.0% Share of interactions users rated positively
How often AI is applied here 30th pct Percentile across all measured activities by how often AI performs them

Source: Microsoft "Working with AI" (working-with-ai). A high completion rate means AI can assist the activity in isolation — it does not mean an occupation that performs it is being automated, since every job blends many activities.

Detailed work activities

The more granular units of work O*NET groups under this activity, ordered by how many occupations perform them.

Occupations that perform this activity

Ranked by how many of the occupation's tasks map to this activity.

Occupation Tasks
Elevator and Escalator Installers and Repairers 5
Signal and Track Switch Repairers 5
Radio, Cellular, and Tower Equipment Installers and Repairers 4
First-Line Supervisors of Firefighting and Prevention Workers 3
Home Appliance Repairers 3
Motion Picture Projectionists 3
Septic Tank Servicers and Sewer Pipe Cleaners 3
Service Unit Operators, Oil and Gas 3
Solar Thermal Installers and Technicians 3
Boilermakers 2
Chemical Engineers 2
Commercial Divers 2
Construction and Building Inspectors 2
Control and Valve Installers and Repairers, Except Mechanical Door 2
Crane and Tower Operators 2
Derrick Operators, Oil and Gas 2
Electric Motor, Power Tool, and Related Repairers 2
Electrical Power-Line Installers and Repairers 2
Fiberglass Laminators and Fabricators 2
Fire Inspectors and Investigators 2
First-Line Supervisors of Farming, Fishing, and Forestry Workers 2
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 2
Helpers--Installation, Maintenance, and Repair Workers 2
Hydroelectric Plant Technicians 2
Microsystems Engineers 2
Plumbers, Pipefitters, and Steamfitters 2
Radio Frequency Identification Device Specialists 2
Retail Loss Prevention Specialists 2
Sailors and Marine Oilers 2
Security and Fire Alarm Systems Installers 2
Solar Photovoltaic Installers 2
Telecommunications Equipment Installers and Repairers, Except Line Installers 2
Textile Knitting and Weaving Machine Setters, Operators, and Tenders 2
Validation Engineers 2
Weatherization Installers and Technicians 2
Aerospace Engineering and Operations Technologists and Technicians 1
Aerospace Engineers 1
Agricultural Equipment Operators 1
Aircraft Mechanics and Service Technicians 1
Amusement and Recreation Attendants 1

Showing 40 of 146 occupations.

Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 39 occupations in occupations that perform Inspect commercial, industrial, or production systems or equipment.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Derrick Operators, Oil and Gas Boilermakers Fiberglass Laminators and Fabricators Helpers--Installation, Maintenance, and Repair Workers Sailors and Marine Oilers Agricultural Equipment Operators Service Unit Operators, Oil and Gas Electrical Power-Line Installers and Repairers Signal and Track Switch Repairers Elevator and Escalator Installers and Repairers Crane and Tower Operators Aircraft Mechanics and Service Technicians Hydroelectric Plant Technicians Electric Motor, Power Tool, and Related Repairers Control and Valve Installers and Repairers, Except Mechanical Door Retail Loss Prevention Specialists Telecommunications Equipment Installers and Repairers, Except Line Installers Amusement and Recreation Attendants Aerospace Engineering and Operations Technologists and Technicians Microsystems Engineers Validation Engineers AI task-overlap percentile → ↑ Median pay
Occupations that perform Inspect commercial, industrial, or production systems or equipment., by AI task-overlap and median pay

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Inspect commercial, industrial, or production systems or equipment." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026. https://singulariki.com/activities/inspect-commercial-industrial-or-production-systems-or-equipment

APA

Singulariki. (2026). Inspect commercial, industrial, or production systems or equipment. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/inspect-commercial-industrial-or-production-systems-or-equipment

BibTeX 
@misc{singulariki-inspect-commercial-industrial-or-production-systems-or-equipment,
  title  = {Inspect commercial, industrial, or production systems or equipment},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026},
  url    = {https://singulariki.com/activities/inspect-commercial-industrial-or-production-systems-or-equipment}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.