Prepare reports related to compliance matters.

Prepare reports related to compliance matters. is a detailed work activity in O*NET — a concrete unit of work shared across 9 occupations and seen in 12 occupation-specific tasks. It rolls up into the broader work activity Prepare legal or regulatory documents. in Documenting/Recording Information .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 12 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 12 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.003% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Fulfill all reporting requirements of all relevant government rules and regulations, including the Employee Retirement Income Security Act (ERISA). · Compensation and Benefits Managers · importance 4.6 · exposure with tools
• Investigate product complaints and prepare documentation and submissions to appropriate regulatory agencies as necessary. · Regulatory Affairs Managers · importance 4.5 · exposure with tools
• Complete and maintain records, such as state-required documents, tracking documents, or product inventories. · Funeral Home Managers · importance 4.4 · direct LLM exposure
• Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments. · Emergency Management Directors · importance 4.4 · exposure with tools
• Prepare environmental permit applications or compliance reports. · Geothermal Production Managers · importance 4.3 · exposure with tools
• Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies. · Treasurers and Controllers · importance 4.1 · exposure with tools
• Prepare financial or regulatory reports required by laws, regulations, or boards of directors. · Financial Managers · importance 4.0 · exposure with tools
• Prepare management reports regarding compliance operations and progress. · Compliance Managers · importance 4.0 · exposure with tools
• Investigate and report on industrial accidents for insurance carriers. · Human Resources Managers · importance 4.0 · exposure with tools
• Prepare reports required by state and federal laws. · Farmers, Ranchers, and Other Agricultural Managers · importance 4.0 · direct LLM exposure
• Write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives. · Security Managers · importance 3.8 · direct LLM exposure
• Prepare reports or make presentations on internal investigations, losses, or violations of regulations, policies and procedures. · Security Managers · importance 3.7 · direct LLM exposure

Occupations that perform this

• Compensation and Benefits Managers
• Regulatory Affairs Managers
• Funeral Home Managers
• Emergency Management Directors
• Geothermal Production Managers
• Treasurers and Controllers
• Human Resources Managers
• Farmers, Ranchers, and Other Agricultural Managers
• Security Managers

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-prepare-reports-related-to-compliance-matters,
  title  = {Prepare reports related to compliance matters.},
  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/detailed-activities/prepare-reports-related-to-compliance-matters}
}