Assess risks to business operations.

Assess risks to business operations. is a detailed work activity in O*NET — a concrete unit of work shared across 7 occupations and seen in 14 occupation-specific tasks. It rolls up into the broader work activity Analyze business or financial risks. in Analyzing Data or 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 14 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 14 (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 2 of these tasks, with a mean mapped-usage share of 0.012% 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.

• Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money. · Credit Analysts · importance 4.9 · exposure with tools
• Evaluate possibility of losses due to catastrophe or excessive insurance. · Insurance Underwriters · importance 4.2 · exposure with tools
• Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements. · Business Continuity Planners · importance 4.2 · exposure with tools
• Assess the nature and level of physical security threats so that the scope of the problem can be determined. · Security Management Specialists · importance 4.2 · exposure with tools
• Evaluate business operations to identify risk areas for fraud. · Fraud Examiners, Investigators and Analysts · importance 4.1 · exposure with tools
• Perform risk analyses so that appropriate countermeasures can be developed. · Security Management Specialists · importance 4.0 · exposure with tools
• Assess risk levels associated with collective bargaining strategies. · Labor Relations Specialists · importance 3.8 · exposure with tools
• Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure. · Business Continuity Planners · importance 3.6 · exposure with tools
• Analyze areas of potential risk to the assets, earning capacity, or success of organizations. · Financial Risk Specialists · exposure with tools
• Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models. · Financial Risk Specialists · exposure with tools
• Devise scenario analyses reflecting possible severe market events. · Financial Risk Specialists · exposure with tools
• Identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments. · Financial Risk Specialists · exposure with tools
• Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs. · Financial and Investment Analysts · exposure with tools
• Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs. · Financial Risk Specialists · exposure with tools

Occupations that perform this

• Credit Analysts
• Insurance Underwriters
• Business Continuity Planners
• Fraud Examiners, Investigators and Analysts
• Labor Relations Specialists
• Financial and Investment Analysts
• Financial Risk 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-assess-risks-to-business-operations,
  title  = {Assess risks to business operations.},
  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/assess-risks-to-business-operations}
}