Will AI replace Pressers, Textile, Garment, and Related Materials?

AI can do 1% of the work Pressers, Textile, Garment, and Related Materials do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 1 of them. Robots can technically handle 21 physical tasks. 6 still need a person.

AI is already doing this0 · 0% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Real AI use has not reached any of this job's tasks yet.

AI could do this next1 · 1% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Select appropriate pressing machines, based on garment properties such as heat tolerance.1% of time

Robots can technically do this21 · 82% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Operate steam, hydraulic, or other pressing machines to remove wrinkles from garments and flatwork items, or to shape, form, or patch articles.Robots: purpose built settings26% of time
  • Finish pants, jackets, shirts, skirts and other dry-cleaned and laundered articles, using hand irons.Robots: purpose built settings10% of time
  • Remove finished pieces from pressing machines and hang or stack them for cooling, or forward them for additional processing.Robots: purpose built settings8% of time
  • Hang, fold, package, and tag finished articles for delivery to customers.Robots: purpose built settings8% of time
  • Lower irons, rams, or pressing heads of machines into position over material to be pressed.Robots: structured workplaces5% of time
  • Straighten, smooth, or shape materials to prepare them for pressing.Robots: purpose built settings5% of time
  • Push and pull irons over surfaces of articles to smooth or shape them.Robots: purpose built settings4% of time
  • Activate and adjust machine controls to regulate temperature and pressure of rollers, ironing shoes, or plates, according to specifications.Robots: structured workplaces3% of time
  • Clean and maintain pressing machines, using cleaning solutions and lubricants.Robots: purpose built settings3% of time
  • 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.Robots: purpose built settings1% of time
  • Spray water over fabric to soften fibers when not using steam irons.Robots: purpose built settings1% of time
  • Moisten materials to soften and smooth them.Robots: purpose built settings1% of time
  • Shrink, stretch, or block articles by hand to conform to original measurements, using forms, blocks, and steam.Robots: purpose built settings1% of time
  • Use covering cloths to prevent equipment from damaging delicate fabrics.Robots: purpose built settings1% of time
  • Select, install, and adjust machine components, including pressing forms, rollers, and guides, using hoists and hand tools.Robots: purpose built settings1% of time
  • Examine and measure finished articles to verify conformance to standards, using measuring devices such as tape measures and micrometers.Robots: purpose built settings1% of time
  • Block or shape knitted garments after cleaning.Robots: purpose built settingsunder 1% of time
  • Insert heated metal forms into ties and touch up rough places with hand irons.Robots: purpose built settingsunder 1% of time
  • Press ties on small pressing machines.Robots: purpose built settingsunder 1% of time
  • Sew ends of new material to leaders or to ends of material in pressing machines, using sewing machines.Robots: purpose built settingsunder 1% of time
  • Measure fabric to specifications, cut uneven edges with shears, fold material, and press it with an iron to form a heading.Robots: purpose built settingsunder 1% of time

Still needs a person6 · 16% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Position materials such as cloth garments, felt, or straw on tables, dies, or feeding mechanisms of pressing machines, or on ironing boards or work tables.10% of time
  • Identify and treat spots on garments.3% of time
  • Finish pleated garments, determining sizes of pleats from evidence of old pleats or from work orders, using machine presses or hand irons.1% of time
  • Finish fancy garments such as evening gowns and costumes, using hand irons to produce high quality finishes.1% of time
  • Brush materials made of suede, leather, or felt to remove spots or to raise and smooth naps.1% of time
  • Finish velvet garments by steaming them on bucks of hot-head presses or steam tables, and brushing pile (nap) with handbrushes.under 1% of time

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What this means

Little of this work suits AI. The bigger change here is robots: today's robots can technically do 82% of the working time, though they are rarely cheap enough to replace people yet.

What to do next

  • Get ahead on the 1 task AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 21 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 6 tasks that stay human. This is where your judgment, skill and relationships matter most.
Sewing Machine Operators1%Shoe Machine Operators and Tenders3%Sewers, Hand4%Tailors, Dressmakers, and Custom Sewers6%Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders6%Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers8%

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