Examine and measure finished articles to verify conformance to standards, using measuring devices such as tape measures and micrometers.

“Examine and measure finished articles to verify conformance to standards, using measuring devices such as tape measures and micrometers.” is a supplemental task performed by Pressers, Textile, Garment, and Related Materials. Among the occupation's 28 rated tasks, workers place it 12th by importance (#17 most important). About 49% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Inspect characteristics or conditions of materials or products. in Inspecting Equipment, Structures, or Materials
• Measure physical characteristics of materials, products, or equipment. in Estimating the Quantifiable Characteristics of Products, Events, or Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Hang, fold, package, and tag finished articles for delivery to customers. · importance 4.6
• Operate steam, hydraulic, or other pressing machines to remove wrinkles from garments and flatwork items, or to shape, form, or patch articles. · importance 4.6
• Straighten, smooth, or shape materials to prepare them for pressing. · importance 4.5
• Remove finished pieces from pressing machines and hang or stack them for cooling, or forward them for additional processing. · importance 4.5
• Finish pleated garments, determining sizes of pleats from evidence of old pleats or from work orders, using machine presses or hand irons. · importance 4.5
• Lower irons, rams, or pressing heads of machines into position over material to be pressed. · importance 4.5
• Shrink, stretch, or block articles by hand to conform to original measurements, using forms, blocks, and steam. · importance 4.4
• Identify and treat spots on garments. · importance 4.4
• Finish fancy garments such as evening gowns and costumes, using hand irons to produce high quality finishes. · importance 4.4
• Push and pull irons over surfaces of articles to smooth or shape them. · importance 4.4
• Finish pants, jackets, shirts, skirts and other dry-cleaned and laundered articles, using hand irons. · importance 4.3
• Slide material back and forth over heated, metal, ball-shaped forms to smooth and press portions of garments that cannot be satisfactorily pressed with flat pressers or hand irons. · importance 4.3
• Select appropriate pressing machines, based on garment properties such as heat tolerance. · importance 4.3
• Use covering cloths to prevent equipment from damaging delicate fabrics. · importance 4.3

See all tasks on the Pressers, Textile, Garment, and Related Materials page.

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-task-14059,
  title  = {Examine and measure finished articles to verify conformance to standards, using measuring devices such as tape measures and micrometers.},
  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/tasks/task-14059}
}