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Investigate organizational or operational problems

Work activity · O*NET

Investigate organizational or operational problems is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Getting Information. 16 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.

  • Investigate safety of work environment
  • Investigate system, equipment, or product failures
  • Investigate work related complaints to determine corrective actions

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 86.7% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 34.8% How much of the activity AI carries within a conversation
Positive user feedback 66.6% Share of interactions users rated positively
How often AI is applied here 62nd 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
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 4
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 2
Aerospace Engineers 1
Electrical Engineers 1
Environmental Engineering Technologists and Technicians 1
Environmental Science and Protection Technicians, Including Health 1
First-Line Supervisors of Housekeeping and Janitorial Workers 1
First-Line Supervisors of Personal Service Workers 1
Human Factors Engineers and Ergonomists 1
Mechanical Engineers 1
Mining and Geological Engineers, Including Mining Safety Engineers 1
Nuclear Engineers 1
Occupational Health and Safety Specialists 1
Regulatory Affairs Specialists 1
Robotics Engineers 1
Umpires, Referees, and Other Sports Officials 1
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 16 occupations in occupations that perform Investigate organizational or operational problems.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Umpires, Referees, and Other Sports Officials First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers First-Line Supervisors of Housekeeping and Janitorial Workers Occupational Health and Safety Specialists Environmental Science and Protection Technicians, Including Health Environmental Engineering Technologists and Technicians Electrical Engineers Regulatory Affairs Specialists Nuclear Engineers Mechanical Engineers AI task-overlap percentile → ↑ Median pay
Occupations that perform Investigate organizational or operational problems., 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. "Investigate organizational or operational problems." 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/investigate-organizational-or-operational-problems

APA

Singulariki. (2026). Investigate organizational or operational problems. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/investigate-organizational-or-operational-problems

BibTeX 
@misc{singulariki-investigate-organizational-or-operational-problems,
  title  = {Investigate organizational or operational problems},
  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/investigate-organizational-or-operational-problems}
}

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