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Monitor operations to ensure adequate performance

Work activity · O*NET

Monitor operations to ensure adequate performance is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Monitoring Processes, Materials, or Surroundings. 100 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.

  • Monitor operational quality or safety
  • Monitor vehicle movement or location
  • Monitor operational procedures in technical environments to ensure conformance to standards
  • Monitor the productivity or efficiency of industrial operations
  • Monitor construction operations
  • Monitor extraction operations
  • Monitor organizational procedures to ensure proper functioning
  • Track goods or materials

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 93.1% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 20.7% How much of the activity AI carries within a conversation
Positive user feedback 60.8% Share of interactions users rated positively
How often AI is applied here 46th 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
Biofuels Processing Technicians 4
Bridge and Lock Tenders 4
First-Line Supervisors of Gambling Services Workers 4
Air Traffic Controllers 3
Construction and Building Inspectors 3
Cooks, Institution and Cafeteria 3
Hydroelectric Production Managers 3
Nuclear Technicians 3
Recreation Workers 3
Transportation Inspectors 3
Biological Technicians 2
Biomass Power Plant Managers 2
Cargo and Freight Agents 2
Electrical Engineers 2
Energy Engineers, Except Wind and Solar 2
Financial Examiners 2
First-Line Supervisors of Farming, Fishing, and Forestry Workers 2
Food Servers, Nonrestaurant 2
Industrial Engineering Technologists and Technicians 2
Locomotive Engineers 2
Logistics Analysts 2
Mining and Geological Engineers, Including Mining Safety Engineers 2
Occupational Health and Safety Specialists 2
Operating Engineers and Other Construction Equipment Operators 2
Power Plant Operators 2
Quality Control Systems Managers 2
Service Unit Operators, Oil and Gas 2
Tank Car, Truck, and Ship Loaders 2
Airfield Operations Specialists 1
Amusement and Recreation Attendants 1
Automotive Engineering Technicians 1
Cement Masons and Concrete Finishers 1
Chemical Engineers 1
Chemists 1
Commercial Pilots 1
Commercial and Industrial Designers 1
Compliance Managers 1
Conservation Scientists 1
Continuous Mining Machine Operators 1
Conveyor Operators and Tenders 1

Showing 40 of 100 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 40 occupations in occupations that perform Monitor operations to ensure adequate performance.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Cement Masons and Concrete Finishers Continuous Mining Machine Operators Tank Car, Truck, and Ship Loaders Conveyor Operators and Tenders Cooks, Institution and Cafeteria Power Plant Operators Locomotive Engineers Nuclear Technicians Commercial Pilots Biological Technicians Construction and Building Inspectors Transportation Inspectors Amusement and Recreation Attendants Conservation Scientists Airfield Operations Specialists Industrial Engineering Technologists and Technicians Air Traffic Controllers First-Line Supervisors of Gambling Services Workers Chemical Engineers Logistics Analysts AI task-overlap percentile → ↑ Median pay
Occupations that perform Monitor operations to ensure adequate performance., 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. "Monitor operations to ensure adequate performance." 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/monitor-operations-to-ensure-adequate-performance

APA

Singulariki. (2026). Monitor operations to ensure adequate performance. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/monitor-operations-to-ensure-adequate-performance

BibTeX 
@misc{singulariki-monitor-operations-to-ensure-adequate-performance,
  title  = {Monitor operations to ensure adequate performance},
  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/monitor-operations-to-ensure-adequate-performance}
}

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