Advise others on legal or regulatory compliance matters.

Advise others on legal or regulatory compliance matters. is a detailed work activity in O*NET — a concrete unit of work shared across 14 occupations and seen in 23 occupation-specific tasks. It rolls up into the broader work activity Advise others on legal or regulatory matters. in Providing Consultation and Advice to Others .

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 23 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 22 (96%) 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 10 of these tasks, with a mean mapped-usage share of 0.013% 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.

• Recommend actions to ensure compliance with laws and regulations, or to protect solvency of institutions. · Financial Examiners · importance 4.7 · exposure with tools
• Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations. · Compliance Officers · importance 4.4 · direct LLM exposure
• Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices. · Compliance Managers · importance 4.4 · exposure with tools
• Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues. · Regulatory Affairs Specialists · importance 4.3 · exposure with tools
• Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes. · Human Resources Managers · importance 4.3 · exposure with tools
• Provide regulatory guidance to departments or development project teams regarding design, development, evaluation, or marketing of products. · Regulatory Affairs Managers · importance 4.3 · exposure with tools
• Recommend actions in fraud cases. · Fraud Examiners, Investigators and Analysts · importance 4.3 · exposure with tools
• Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters. · Customs Brokers · importance 4.3 · exposure with tools
• Recommend changes to company procedures in response to changes in regulations or standards. · Regulatory Affairs Specialists · importance 4.0 · exposure with tools
• Advise retail managers on compliance with applicable codes, laws, regulations, or standards. · Loss Prevention Managers · importance 3.9 · exposure with tools
• Advise technical professionals on the development or use of environmental compliance or reporting tools. · Compliance Managers · importance 3.8 · exposure with tools
• Review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups. · Chief Executives · importance 3.8 · exposure with tools
• Provide advice to clients on a contract basis, working as a consultant. · Actuaries · importance 3.8 · exposure with tools
• Inspect facilities and recommend building or equipment modifications to ensure emergency readiness and compliance to access, safety, and sanitation regulations. · Medical and Health Services Managers · importance 3.8 · no direct exposure
• Act as consultants to agency staff and other community programs regarding the interpretation of program-related federal, state, and county regulations and policies. · Social and Community Service Managers · importance 3.7 · exposure with tools
• Recommend legal or administrative action to protect government property. · Government Property Inspectors and Investigators · importance 3.6 · exposure with tools
• Provide communities with assistance in applying for federal funding for emergency management facilities, radiological instrumentation, and related items. · Emergency Management Directors · importance 3.4 · exposure with tools
• Advise or assist in obtaining patents or meeting other legal requirements. · Natural Sciences Managers · importance 3.0 · exposure with tools
• Advise management on such matters as equal employment opportunity, sexual harassment, and discrimination. · Compensation and Benefits Managers · importance 3.0 · exposure with tools
• Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures. · Brownfield Redevelopment Specialists and Site Managers · importance 2.6 · exposure with tools
• Advise clients on financial and legal matters, such as investments and taxes. · Agents and Business Managers of Artists, Performers, and Athletes · importance 2.5 · exposure with tools
• Negotiate claim settlements or recommend litigation when settlement cannot be negotiated. · Claims Adjusters, Examiners, and Investigators · exposure with tools
• Provide assistance to internal or external auditors in compliance reviews. · Compliance Officers · exposure with tools

Occupations that perform this

• Financial Examiners
• Compliance Managers
• Compliance Officers
• Human Resources Managers
• Fraud Examiners, Investigators and Analysts
• Chief Executives
• Actuaries
• Medical and Health Services Managers
• Social and Community Service Managers
• Emergency Management Directors
• Natural Sciences Managers
• Compensation and Benefits Managers
• Agents and Business Managers of Artists, Performers, and Athletes
• Claims Adjusters, Examiners, and Investigators

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-advise-others-on-legal-or-regulatory-compliance-matters,
  title  = {Advise others on legal or regulatory 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/advise-others-on-legal-or-regulatory-compliance-matters}
}