Inspect garments for defects, damage, or stains.

Inspect garments for defects, damage, or stains. is a detailed work activity in O*NET — a concrete unit of work shared across 4 occupations and seen in 5 occupation-specific tasks. It rolls up into the broader work activity Inspect characteristics or conditions of materials or 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 5 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 3 (60%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

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 articles for defects, and remove damaged or worn parts, using hand tools. · Shoe and Leather Workers and Repairers · importance 4.2 · no direct exposure
• Examine and measure finished articles to verify conformance to standards, using measuring devices such as tape measures and micrometers. · Pressers, Textile, Garment, and Related Materials · importance 4.2 · exposure with tools
• Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required. · Laundry and Dry-Cleaning Workers · importance 4.1 · no direct exposure
• Inspect garments, and examine repair tags and markings on garments to locate defects or damage, and mark errors as necessary. · Sewing Machine Operators · importance 4.1 · exposure with tools
• Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment. · Laundry and Dry-Cleaning Workers · importance 3.8 · exposure with tools

Occupations that perform this

• Shoe and Leather Workers and Repairers
• Pressers, Textile, Garment, and Related Materials
• Laundry and Dry-Cleaning Workers
• Sewing Machine Operators

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
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-inspect-garments-for-defects-damage-or-stains,
  title  = {Inspect garments for defects, damage, or stains.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/inspect-garments-for-defects-damage-or-stains}
}