Establish business management methods.

Establish business management methods. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 5 occupation-specific tasks. It rolls up into the broader work activity Develop organizational policies, systems, or processes. in Developing Objectives and Strategies .

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 5 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 5 (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 0.006% 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.

• Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data. · Market Research Analysts and Marketing Specialists · importance 4.3 · exposure with tools
• Establish and maintain tendering process, and conduct negotiations. · Cost Estimators · importance 4.0 · exposure with tools
• Develop, implement, administer, and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs. · Compensation, Benefits, and Job Analysis Specialists · importance 3.8 · exposure with tools
• Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures. · Labor Relations Specialists · importance 2.9 · exposure with tools
• Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers. · Compensation, Benefits, and Job Analysis Specialists · importance 2.9 · exposure with tools

Occupations that perform this

• Market Research Analysts and Marketing Specialists
• Cost Estimators
• Compensation, Benefits, and Job Analysis Specialists
• Labor Relations Specialists

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-establish-business-management-methods,
  title  = {Establish business management methods.},
  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/establish-business-management-methods}
}