Laundry and Dry-Cleaning Workers

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (3%)
• AI can speed this up with extra software: 2 (6%)
• Little or no AI speed-up: 29 (91%)

• Determine spotting procedures and proper solvents, based on fabric and stain types.AI can speed this up on its own · supplemental task
• Match sample colors, applying knowledge of bleaching agent and dye properties, and types, construction, conditions, and colors of articles.AI can speed this up with extra software · supplemental task
• Inspect soiled articles to determine sources of stains, to locate color imperfections, and to identify items requiring special treatment.AI can speed this up with extra software · supplemental task
• Load articles into washers or dry-cleaning machines, or direct other workers to perform loading.Little or no AI speed-up · core task
• Start washers, dry cleaners, driers, or extractors, and turn valves or levers to regulate machine processes and the volume of soap, detergent, water, bleach, starch, and other additives.Little or no AI speed-up · core task
• Operate extractors and driers, or direct their operation.Little or no AI speed-up · core task
• Remove items from washers or dry-cleaning machines, or direct other workers to do so.Little or no AI speed-up · core task
• Sort and count articles removed from dryers, and fold, wrap, or hang them.Little or no AI speed-up · core task
• Clean machine filters, and lubricate equipment.Little or no AI speed-up · core task
• Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.Little or no AI speed-up · core task
• Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.Little or no AI speed-up · core task
• Apply bleaching powders to spots and spray them with steam to remove stains from fabrics that do not respond to other cleaning solvents.Little or no AI speed-up · supplemental task
• Spray steam, water, or air over spots to flush out chemicals, dry material, raise naps, or brighten colors.Little or no AI speed-up · supplemental task
• Pre-soak, sterilize, scrub, spot-clean, and dry contaminated or stained articles, using neutralizer solutions and portable machines.Little or no AI speed-up · supplemental task
• Mix bleaching agents with hot water in vats, and soak material until it is bleached.Little or no AI speed-up · supplemental task
• Apply chemicals to neutralize the effects of solvents.Little or no AI speed-up · supplemental task
• Mix and add detergents, dyes, bleaches, starches, and other solutions and chemicals to clean, color, dry, or stiffen articles.Little or no AI speed-up · supplemental task
• Sprinkle chemical solvents over stains, and pat areas with brushes or sponges to remove stains.Little or no AI speed-up · supplemental task
• Operate dry-cleaning machines to clean soiled articles.Little or no AI speed-up · supplemental task
• Operate machines that comb, dry and polish furs, clean, sterilize and fluff feathers and blankets, or roll and package towels.Little or no AI speed-up · supplemental task
• Iron or press articles, fabrics, and furs, using hand irons or pressing machines.Little or no AI speed-up · supplemental task
• Hang curtains, drapes, blankets, pants, and other garments on stretch frames to dry.Little or no AI speed-up · supplemental task
• Clean fabrics, using vacuums or air hoses.Little or no AI speed-up · supplemental task
• Test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics.Little or no AI speed-up · supplemental task
• Rinse articles in water and acetic acid solutions to remove excess dye and to fix colors.Little or no AI speed-up · supplemental task
• Identify articles' fabrics and original dyes by sight and touch, or by testing samples with fire or chemical reagents.Little or no AI speed-up · supplemental task
• Start pumps to operate distilling systems that drain and reclaim dry cleaning solvents.Little or no AI speed-up · supplemental task
• Immerse articles in bleaching baths to strip colors.Little or no AI speed-up · supplemental task
• Spread soiled articles on work tables, and position stained portions over vacuum heads or on marble slabs.Little or no AI speed-up · supplemental task
• Mend and sew articles, using hand stitching, adhesive patches, or sewing machines.Little or no AI speed-up · supplemental task
• Dye articles to change or restore their colors, using knowledge of textile compositions and the properties and effects of bleaches and dyes.Little or no AI speed-up · supplemental task
• Wash, dry-clean, or glaze delicate articles or fur garment linings by hand, using mild detergents or dry cleaning solutions.Little or no AI speed-up · supplemental task