Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.

“Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.” is a core task performed by Social and Community Service Managers. Among the occupation's 16 rated tasks, workers place it 12th by importance (#5 most important). About 90% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Prepare financial documents, reports, or budgets. in Documenting/Recording Information
• Maintain operational records. in Documenting/Recording Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 1.00. Automation potential label: T3.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.013% share of AI-use records mapped to this task
• 92% of that use is work-related
• Most common interaction: task iteration
• Average autonomy of the AI: 3.4 (1–5; higher = more autonomous)
• 97% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Working with AI vs. handing it off

Of the AI conversations mapped to this task, the split between people working alongside AI and people delegating the task to it.

How people interact with AI on this task

Other tasks in this occupation

• Establish and oversee administrative procedures to meet objectives set by boards of directors or senior management. · importance 4.4
• Direct activities of professional and technical staff members and volunteers. · importance 4.4
• Evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively. · importance 4.3
• Participate in the determination of organizational policies regarding such issues as participant eligibility, program requirements, and program benefits. · importance 4.3
• Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints. · importance 4.2
• Establish and maintain relationships with other agencies and organizations in community to meet community needs and to ensure that services are not duplicated. · importance 4.0
• Recruit, interview, and hire or sign up volunteers and staff. · importance 4.0
• Research and analyze member or community needs to determine program directions and goals. · importance 3.9
• Implement and evaluate staff, volunteer, or community training programs. · importance 3.9
• Act as consultants to agency staff and other community programs regarding the interpretation of program-related federal, state, and county regulations and policies. · importance 3.7
• Analyze proposed legislation, regulations, or rule changes to determine how agency services could be impacted. · importance 3.6
• Plan and administer budgets for programs, equipment, and support services. · importance 3.6
• Speak to community groups to explain and interpret agency purposes, programs, and policies. · importance 3.4
• Represent organizations in relations with governmental and media institutions. · importance 3.4

See all tasks on the Social and Community Service Managers page.

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.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-task-1128,
  title  = {Prepare and maintain records and reports, such as budgets, personnel records, or training manuals.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-1128}
}