Prepare information or documentation related to legal or regulatory matters.

Prepare information or documentation related to legal or regulatory matters. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 9 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 9 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 9 (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 3 of these tasks, with a mean mapped-usage share of 0.016% 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.

• Prepare for trial by performing tasks such as organizing exhibits. · Paralegals and Legal Assistants · importance 4.0 · exposure with tools
• Edit and submit protocols and other required research documentation. · Social Science Research Assistants · importance 3.9 · direct LLM exposure
• Supply quality control data necessary for regulatory submissions. · Quality Control Analysts · importance 3.8 · exposure with tools
• Prepare or review required method transfer documentation including technical transfer protocols or reports. · Quality Control Analysts · importance 3.6 · direct LLM exposure
• Write social, legal, or economic impact statements to inform decision makers for natural resource policies, standards, or programs. · Environmental Economists · importance 3.5 · direct LLM exposure
• Develop the technical portions of legal documents, administrative orders, or consent decrees. · Environmental Scientists and Specialists, Including Health · importance 3.5 · exposure with tools
• Define or update information such as urban boundaries or classification of roadways. · Transportation Planners · importance 3.3 · exposure with tools
• Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions. · Industrial Ecologists · importance 2.9 · exposure with tools
• Write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use. · Political Scientists · importance 2.2 · direct LLM exposure

Occupations that perform this

• Paralegals and Legal Assistants
• Social Science Research Assistants
• Quality Control Analysts
• Environmental Economists
• Environmental Scientists and Specialists, Including Health
• Transportation Planners
• Political Scientists

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-information-or-documentation-related-to-legal-or-regulatory-matters,
  title  = {Prepare information or documentation related to legal or regulatory 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-information-or-documentation-related-to-legal-or-regulatory-matters}
}