Analyze risks to minimize losses or damages.

Analyze risks to minimize losses or damages. is a detailed work activity in O*NET — a concrete unit of work shared across 5 occupations and seen in 9 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 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 2 of these tasks, with a mean mapped-usage share of 0.017% 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.

• Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks. · Clinical Research Coordinators · importance 4.2 · exposure with tools
• Analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment. · Security Managers · importance 4.2 · exposure with tools
• Assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents. · Security Managers · importance 4.2 · exposure with tools
• Conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services. · Security Managers · importance 4.0 · exposure with tools
• Develop risk management strategies based on assessment of product, compliance, or operational risks. · Compliance Managers · importance 4.0 · exposure with tools
• Identify potential for loss and develop strategies to eliminate it. · Loss Prevention Managers · importance 4.0 · exposure with tools
• Conduct quantitative risk assessments for human health, environmental, or other risks. · Brownfield Redevelopment Specialists and Site Managers · importance 3.9 · exposure with tools
• Review and analyze facility activities and data to aid planning and cash and risk management and to improve service utilization. · Medical and Health Services Managers · importance 3.8 · exposure with tools
• Collect stakeholder data to evaluate risk and to develop mitigation strategies. · Penetration Testers · exposure with tools

Occupations that perform this

• Clinical Research Coordinators
• Security Managers
• Compliance Managers
• Medical and Health Services Managers
• Penetration Testers

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-analyze-risks-to-minimize-losses-or-damages,
  title  = {Analyze risks to minimize losses or damages.},
  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/analyze-risks-to-minimize-losses-or-damages}
}