Implement financial decisions.

Implement financial decisions. is a detailed work activity in O*NET — a concrete unit of work shared across 5 occupations and seen in 6 occupation-specific tasks. It rolls up into the broader work activity Implement procedures or processes. in Making Decisions and Solving Problems .

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 6 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 6 (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 0.002% 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.

• Manage client portfolios, keeping client plans up-to-date. · Personal Financial Advisors · importance 4.4 · exposure with tools
• Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies. · Claims Adjusters, Examiners, and Investigators · importance 4.4 · exposure with tools
• Resolve problems concerning the overall financial integrity of banking institutions including loan investment portfolios, capital, earnings, and specific or large troubled accounts. · Financial Examiners · importance 4.2 · exposure with tools
• Implement financial planning recommendations, or refer clients to someone who can assist them with plan implementation. · Personal Financial Advisors · importance 4.2 · exposure with tools
• Recommend loan amounts based on the value of property being used as collateral. · Appraisers of Personal and Business Property · importance 3.7 · exposure with tools
• Manage business and financial affairs for clients, such as arranging travel and lodging, selling tickets, and directing marketing and advertising activities. · Agents and Business Managers of Artists, Performers, and Athletes · importance 3.5 · exposure with tools

Occupations that perform this

• Personal Financial Advisors
• Claims Adjusters, Examiners, and Investigators
• Financial Examiners
• Appraisers of Personal and Business Property
• Agents and Business Managers of Artists, Performers, and Athletes

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-implement-financial-decisions,
  title  = {Implement financial decisions.},
  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/implement-financial-decisions}
}