Inspect facilities or equipment to ensure specifications are met.

Inspect facilities or equipment to ensure specifications are met. is a detailed work activity in O*NET — a concrete unit of work shared across 6 occupations and seen in 10 occupation-specific tasks. It rolls up into the broader work activity Inspect facilities or equipment. in Inspecting Equipment, Structures, or Materials .

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 10 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 6 (60%) 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 1 of these tasks, with a mean mapped-usage share of 0.007% 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.

• Inspect and monitor audio or video surveillance equipment to ensure it is working appropriately. · Gambling Surveillance Officers and Gambling Investigators · importance 4.7 · exposure with tools
• Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system. · Energy Auditors · importance 4.3 · exposure with tools
• Inspect waste pretreatment, treatment, and disposal facilities and systems for conformance to federal, state, or local regulations. · Environmental Compliance Inspectors · importance 4.3 · no direct exposure
• Inspect event facilities to ensure that they conform to customer requirements. · Meeting, Convention, and Event Planners · importance 4.3 · no direct exposure
• Inspect physical security design features, installations, or programs to ensure compliance with applicable standards or regulations. · Security Management Specialists · importance 4.0 · exposure with tools
• Inspect government property, such as construction sites or public housing, to ensure compliance with contract specifications or legal requirements. · Government Property Inspectors and Investigators · importance 4.0 · exposure with tools
• Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications. · Energy Auditors · importance 3.9 · exposure with tools
• Inspect government-owned equipment or materials in the possession of private contractors to ensure compliance with contracts or regulations or to prevent misuse. · Government Property Inspectors and Investigators · importance 3.7 · no direct exposure
• Inspect fire, intruder detection, or other security systems. · Security Management Specialists · importance 3.6 · no direct exposure
• Obtain information about or inspect performance facilities, equipment, and accommodations to ensure that they meet specifications. · Agents and Business Managers of Artists, Performers, and Athletes · importance 3.0 · exposure with tools

Occupations that perform this

• Gambling Surveillance Officers and Gambling Investigators
• Energy Auditors
• Environmental Compliance Inspectors
• Meeting, Convention, and Event Planners
• Security Management Specialists
• 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-inspect-facilities-or-equipment-to-ensure-specifications-are-met,
  title  = {Inspect facilities or equipment to ensure specifications are met.},
  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/inspect-facilities-or-equipment-to-ensure-specifications-are-met}
}