Inspect items for damage or defects.

Inspect items for damage or defects. is a detailed work activity in O*NET — a concrete unit of work shared across 11 occupations and seen in 12 occupation-specific tasks. It rolls up into the broader work activity Inspect completed work or finished products. 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 12 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 7 (58%) 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 0.005% 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 worn tires for faults, cracks, cuts, and nail holes, and to determine if tires are suitable for retreading. · Tire Builders · importance 4.5 · no direct exposure
• Inspect personal or business property. · Appraisers of Personal and Business Property · importance 4.5 · exposure with tools
• Inspect materials and products for defects, and to ensure conformance to specifications. · Machine Feeders and Offbearers · importance 4.4 · no direct exposure
• Inspect products and examination records to determine the number of defects per worker and the reasons for examiners' rejections. · Weighers, Measurers, Checkers, and Samplers, Recordkeeping · importance 4.3 · exposure with tools
• Inspect mail machine output for defects and determine how to eliminate causes of any defects. · Mail Clerks and Mail Machine Operators, Except Postal Service · importance 4.3 · no direct exposure
• Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts. · Weighers, Measurers, Checkers, and Samplers, Recordkeeping · importance 4.3 · no direct exposure
• Inspect outgoing work for compliance with customers' specifications. · Order Clerks · importance 4.3 · exposure with tools
• Inspect returned books for condition and due-date status and compute any applicable fines. · Library Assistants, Clerical · importance 4.1 · exposure with tools
• Examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications. · Production, Planning, and Expediting Clerks · importance 3.9 · exposure with tools
• Compute defect percentages or averages, using formulas and calculators. · Inspectors, Testers, Sorters, Samplers, and Weighers · importance 3.7 · direct LLM exposure
• Examine and inspect stock items for wear or defects, reporting any damage to supervisors. · Stockers and Order Fillers · importance 3.3 · no direct exposure
• Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods. · Cargo and Freight Agents · importance 3.2 · exposure with tools

Occupations that perform this

• Tire Builders
• Appraisers of Personal and Business Property
• Machine Feeders and Offbearers
• Weighers, Measurers, Checkers, and Samplers, Recordkeeping
• Mail Clerks and Mail Machine Operators, Except Postal Service
• Order Clerks
• Library Assistants, Clerical
• Production, Planning, and Expediting Clerks
• Inspectors, Testers, Sorters, Samplers, and Weighers
• Stockers and Order Fillers
• Cargo and Freight Agents

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-items-for-damage-or-defects,
  title  = {Inspect items for damage or defects.},
  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-items-for-damage-or-defects}
}