Skip to content
Singulariki

Issue documentation

Work activity · O*NET

Issue documentation is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Performing Administrative Activities. 12 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.

  • Issue documentation or identification to customers or employees
  • Issue permits or other legal documents
  • Issue warnings or citations
  • Issue certificates or licenses

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 93.5% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 49.6% How much of the activity AI carries within a conversation
Positive user feedback 67.7% Share of interactions users rated positively
How often AI is applied here 73rd 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
Animal Control Workers 2
Court, Municipal, and License Clerks 2
Fire Inspectors and Investigators 2
Fish and Game Wardens 2
Aviation Inspectors 1
Human Resources Assistants, Except Payroll and Timekeeping 1
Legal Secretaries and Administrative Assistants 1
Library Assistants, Clerical 1
Parking Enforcement Workers 1
Range Managers 1
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 1
Tellers 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 12 occupations in occupations that perform Issue documentation.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Fish and Game Wardens Fire Inspectors and Investigators Parking Enforcement Workers Aviation Inspectors Animal Control Workers Library Assistants, Clerical Tellers Legal Secretaries and Administrative Assistants Human Resources Assistants, Except Payroll and Timekeeping AI task-overlap percentile → ↑ Median pay
Occupations that perform Issue documentation., 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. "Issue documentation." 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/issue-documentation

APA

Singulariki. (2026). Issue documentation. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/issue-documentation

BibTeX 
@misc{singulariki-issue-documentation,
  title  = {Issue documentation},
  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/issue-documentation}
}

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