National Cleaners Association Named Finalist in 2026 Stevie® Awards for Women in Business

NCA recognized for:
“Transforming Member Value Through AI and Operational Innovation”

The National Cleaners Association (NCA) has been named a Finalist in the 23rd annual Stevie® Awards for Women in Business, receiving international recognition for its work “Transforming Member Value Through AI and Operational Innovation.”

NCA is one of 15 Finalists in the Organization of the Year – Government or Non-Profit – 10 or Less Employees category.

More than 1,500 nominations from organizations and individuals in 56 nations and territories were submitted to the 2026 Stevie Awards for Women in Business.

For an association that has served the professional garment-care industry for more than 80 years, the recognition reflects an important evolution: combining decades of industry expertise and human relationships with AI, automation, analytics, business intelligence and operational support to create greater value for members.

Why was the National Cleaners Association named a Stevie Awards Finalist?

NCA was recognized for its nomination, “National Cleaners Association: Transforming Member Value Through AI and Operational Innovation.”

According to NCA's official notification from the Stevie Awards, the nomination became a Finalist because of the high average scores it received from independent judges, who determined that the work was worthy of international recognition.

The recognition reflects NCA's effort to modernize how an industry association supports independent professional cleaners while preserving the expertise, education, advocacy and relationships that have defined the organization for more than 80 years.

What does “Transforming Member Value” mean at NCA?

For NCA, transforming member value means moving beyond simply providing information toward helping members put information into action.

Professional garment-care business owners manage increasingly complex operations involving labor, production, customer service, claims, regulations, training, marketing, technology and financial decisions.

Information alone does not always solve those problems.

NCA is developing ways to combine traditional industry expertise with modern technology so members can more easily access knowledge, understand what it means for their businesses and determine what action to take next.

The goal is not more technology.

The goal is better member outcomes.

How is NCA using artificial intelligence?

NCA's approach begins with the business problem rather than the technology.

The association asks where members are struggling, where important knowledge is difficult to access, where repetitive work consumes unnecessary time and where better information could improve decision-making.

AI, automation, analytics, education or human expertise can then be applied where appropriate.

As NCA Executive Director and Chief AI Officer Dawn Hargrove-Avery explains:

“AI was never the goal. Better member outcomes are the goal.”

This approach is also designed to make sophisticated capabilities more accessible to independent businesses that may not have large technology teams, analysts or operational departments.

Is NCA replacing human expertise with AI?

No. NCA's approach is designed to amplify human expertise rather than replace it.

Some of the most valuable knowledge in professional garment care comes from decades of experience. Cleaners, instructors, manufacturers, technical experts and other industry professionals often possess knowledge that cannot easily be found through a traditional search.

Technology can help capture, organize, connect and make that knowledge more accessible.

“The future isn't AI instead of people,” Hargrove-Avery said. “It's experienced people with better tools.”

Human judgment, relationships, experience and accountability remain central to NCA's model.

What Stevie Awards category is NCA a Finalist in?

NCA is a 2026 Finalist in:

Organization of the Year – Government or Non-Profit – 10 or Less Employees

There are 15 Finalists in the category, representing organizations from several countries around the world.

NCA's recognized nomination is:

“National Cleaners Association: Transforming Member Value Through AI and Operational Innovation.”

How competitive are the 2026 Stevie Awards for Women in Business?

The Stevie Awards' official 2026 materials state that more than 1,500 nominations from organizations and individuals in 56 nations and territories were submitted for consideration.

Gold, Silver and Bronze Finalists were determined based on average scores from more than 200 business professionals worldwide serving across seven judging committees.

NCA's official notification specifically states that its nomination became a Finalist because of the high average scores it received from the judges.

Did NCA win a Gold, Silver or Bronze Stevie Award?

That has not yet been revealed.

As a Finalist, NCA will ultimately receive a Gold, Silver or Bronze Stevie Award. The final placement is being kept confidential until the 2026 Stevie Awards for Women in Business gala in New York City on November 16, 2026.

The awards ceremony will take place at the Marriott Marquis Hotel, with more than 400 women and their guests from around the world expected to attend.

Who led NCA's AI and operational transformation?

NCA's transformation has been led by Dawn Hargrove-Avery, Executive Director and Chief AI Officer of the National Cleaners Association.

The Stevie recognition belongs to the National Cleaners Association, while Hargrove-Avery has led the organizational strategy and development behind the transformation recognized in the nomination.

Her approach centers on using AI and emerging technology to expand what a small association can deliver while keeping human expertise and member relationships at the center.

What does this recognition mean for the professional garment-care industry?

The recognition demonstrates that innovation is not limited to technology companies or large corporations.

A longstanding trade association serving a traditional industry can combine institutional knowledge, modern technology and human expertise to rethink how it delivers value.

For NCA, the recognition is not the end of that transformation.

It is validation of the direction.

After more than 80 years of serving professional cleaners, NCA continues to evolve around the same fundamental question:

What will our members need next, and how can we help them get there?

80+ Years of Industry Experience. Built for What Comes Next.

Is Your Sexual Harassment Training Up to Date and Documented?

Workplace harassment training should be reviewed regularly, provided to employees and supervisors as appropriate, and supported by records showing who completed the training, when it occurred, and what the program covered.

Training requirements vary by state, locality, employer size, and industry. Business owners should confirm the rules that apply to each location where they employ workers.

However, even when a particular course is not mandated, training can support a respectful workplace and reinforce the organization’s policies and reporting procedures.

What Makes Harassment Training Effective?

The U.S. Equal Employment Opportunity Commission identifies regular, interactive training tailored to the audience and organization as one of the core principles associated with preventing and addressing workplace harassment.

The EEOC’s employer training checklist recommends that training:

• Be supported by organizational leadership
• Be repeated and reinforced regularly
• Include employees at every level
• Encourage active participation
• Explain prohibited conduct
• Review the employer’s reporting system
• Use examples appropriate to the workplace

Training should not be treated as a video employees play in the background or a form they sign without understanding.

What Should Employers Document?

Employers should maintain an organized training record that includes:

• Employee’s name
• Job title or role
• Training date
• Course or program completed
• Delivery format
• Trainer or training provider
• Confirmation of completion
• Copies of relevant materials or acknowledgments

The appropriate retention period may depend on applicable law, insurance requirements, contracts, or legal guidance.

Is Training Enough?

No. Training is only one part of a workplace harassment prevention program.

The EEOC also emphasizes leadership commitment, accountability, comprehensive policies, and trusted complaint procedures. Its small-business policy guidance recommends explaining how employees can report harassment and, when possible, providing a reporting option outside the employee’s direct chain of command.

A business should also have:

• A written anti-harassment policy
• Clear reporting channels
• A prohibition against retaliation
• A consistent response procedure
• Separate guidance for supervisors
• A process for reviewing and updating policies

Frequently Asked Questions

Is sexual harassment training required for every employer?

Not under one universal national training rule. Requirements vary by jurisdiction, employer size, industry, and workforce. Employers should verify the laws that apply to their specific locations.

How often should training be provided?

Follow the frequency required by applicable law. Even when no specific interval is mandated, the EEOC recommends that training be repeated and reinforced regularly.

Should supervisors receive separate training?

Supervisors have additional responsibilities for receiving reports, escalating concerns, preventing retaliation, and responding appropriately. Separate supervisor guidance is often advisable and may be required in some jurisdictions.

Does a signed attendance sheet prove the business is fully compliant?

Not by itself. An attendance record shows participation, but compliance may also depend on course content, timing, trainer qualifications, employer policies, reporting procedures, and state or local rules.

Where can a business begin?

Review the date of the last training, confirm who completed it, locate the completion records, examine the current policy, and verify the requirements for every state or locality in which employees work.

Next step: Contact NCA to discuss training options and the documentation your business should maintain.

This article provides general educational information and is not legal advice. Employers should consult qualified employment counsel or the appropriate government agency regarding requirements for their workplaces.

A denim hem check is a short intake procedure in which the counter employee examines the complete bottom edge of a pair of jeans, documents existing wear, and discusses visible damage with the customer before cleaning.

This simple procedure can prevent misunderstandings, uncover alteration opportunities, and reduce the likelihood of preexisting damage becoming a cleaning claim.

Step 1: Examine the Entire Hem

Do not inspect only the front of the jeans.

Lift the garment and check:

• The front edge
• The back edge
• Both side seams
• The inside fold
• The underside of the hem

The back edge deserves special attention because it is frequently trapped under the wearer’s heel.

Step 2: Identify Existing Conditions

Look for:

• Frayed or thinning fabric
• Ground-in dirt
• Oil, salt, moisture, or unknown staining
• Small holes and tears
• Uneven wear
• Damaged stitching
• Previous repairs
• Altered or released hems

Train employees to distinguish removable surface soil from physical damage to the fibers.

Step 3: Document the Condition

Record significant wear in the customer’s order notes. When appropriate, take a clear photograph before processing.

Documentation should identify:

• Where the damage is located
• What the damage looks like
• Whether the customer was informed
• Any cleaning or repair concerns discussed

The purpose is to create a clear record, not to assign blame.

Step 4: Communicate With the Customer

Use simple, factual language:

“I want to point out that the back of this hem is already frayed. We will handle it carefully, but the fabric is weakened and may show additional wear after cleaning.”

A calm explanation demonstrates expertise and gives the customer an opportunity to ask questions before leaving the garment.

Step 5: Identify an Alteration Opportunity

Ask:

“What type of shoes do you normally wear with these jeans?”

If the garment continually drags when worn with the customer’s usual shoes, shortening it may prevent additional damage.

Frequently Asked Questions

How long should a denim hem check take?

A routine inspection should take only a few additional seconds. More extensive damage may require a manager’s review.

Should every pair of jeans be photographed?

Not necessarily. Photography is most valuable when damage is significant, difficult to describe, or likely to become more visible after cleaning.

Who should be trained to perform the inspection?

Every employee who accepts garments should understand the inspection and documentation procedure.

Why should the customer be shown the damage?

Showing the condition at intake establishes transparency and helps the customer understand the difference between preexisting wear and a cleaning-related problem.

Intent of the Week: Inspect the hem, document the condition, and communicate before cleaning.

The greatest care risk associated with bootcut jeans is often the hem. Longer hems collect soil and moisture and may already be weakened by repeated contact with shoes, floors, and pavement.

The return of low-rise bootcut denim is more than a fashion development. A change in garment shape also changes where damage occurs and what professional cleaners must examine before processing.

Why Are Bootcut Hems Vulnerable?

Bootcut jeans are normally longer than ankle-length or cropped styles. The bottom edge may partially cover the wearer’s shoes, leaving the fabric exposed to:

• Pavement and flooring
• Rainwater and snow
• Salt and mineral residue
• Oil and street grime
• Friction from shoes
• Repeated contact with the wearer’s heel

This wear may be concentrated along the back edge, where the jeans are most likely to become trapped beneath a shoe.

What Should Cleaners Inspect?

The entire circumference of the hem should be inspected, including the underside and inside fold.

Look for:

• Fraying or thinning fabric
• Ground-in soil
• Small tears or holes
• Uneven abrasion
• Moisture or salt marks
• Previous repairs or alterations
• Areas where the original hem is beginning to separate

If the fabric is already weakened, normal cleaning may make the damage more visible. Preexisting conditions should be documented and discussed with the customer.

Why Does Fiber Content Matter?

Not all denim is made from 100% cotton. Many fitted bootcut styles contain elastane or another stretch fiber.

Stretch fibers help the jeans maintain a close fit through the hips and thighs, but excessive heat may affect elasticity, recovery, and garment shape. Cleaners should follow the care label and avoid treating every denim garment identically.

What About Dark Denim?

Dark and saturated denim may release excess dye, crock onto other surfaces, or fade unevenly.

Cleaners should also examine:

• Contrast stitching
• Leather brand patches
• Decorative labels
• Pocket linings
• Trims and metal hardware

These components may respond differently from the surrounding denim.

Frequently Asked Questions

Why can a damaged hem worsen during cleaning?

Friction may already have weakened or broken the denim fibers. Cleaning does not necessarily cause the original damage, but it can reveal damage that was previously held together by compacted soil or loose fibers.

Should existing hem damage be documented?

Yes. Documentation helps establish the garment’s condition and allows the cleaner to set expectations before processing.

Can stretch jeans shrink or lose their shape?

They can be affected by heat, agitation, and improper finishing. Processing should always follow the manufacturer’s care instructions.

Can a cleaner repair a frayed denim hem?

Many cleaners offer or coordinate alterations and repairs. The appropriate solution depends on the location and severity of the damage.

Professional takeaway: When bootcut jeans arrive at the counter, start at the bottom. The hem may reveal more about the garment’s condition than any other area.

Yes. Low-rise bootcut jeans are emerging as a major fall 2026 denim trend. The updated silhouette combines a lower waist, a fitted shape through the hips and thighs, and a subtle flare toward the hem.

After several seasons of oversized, baggy denim, consumers are beginning to look for a more streamlined alternative. Skinny jeans have also started reappearing, but low-rise bootcut jeans offer a middle ground between the two extremes.

A recent Who What Wear trend report describes the silhouette as polished, relaxed, and nostalgic without feeling like a costume from the early 2000s.

What Makes Bootcut Jeans Different?

Bootcut jeans are fitted through the upper leg and widen slightly below the knee. Unlike a dramatic flare, the opening is generally subtle and designed to fall over boots, heels, flats, or other footwear.

Current styling includes:

• Fitted jackets and simple tops
• Button-down shirts and belts
• Ballet flats and pointed-toe boots
• Heeled sandals
• Denim jackets and coordinated separates

This versatility allows the jeans to move between casual and more polished outfits.

Why Garment Length Matters

The longer hem is part of what gives bootcut jeans their lengthening appearance. However, it can also cause the fabric to drag against shoes, sidewalks, parking lots, and floors.

Repeated contact may lead to:

• Ground-in soil
• Fraying and thinning
• Moisture and salt stains
• Small tears along the back edge
• Permanent abrasion from being caught under a shoe

Consumers should choose the proper length for the shoes they plan to wear most often. If jeans continually touch the ground, a professional alteration may protect the garment and improve its appearance.

How Should Bootcut Jeans Be Cleaned?

Always begin with the care label. Some jeans are made from 100% cotton, while others contain elastane or another stretch fiber.

Dark and saturated denim may also release dye or develop fading. Professional care may be helpful when preserving the original color, shape, and finish is especially important.

Frequently Asked Questions

Are bootcut jeans replacing baggy jeans?

Bootcut jeans are becoming a strong alternative, but they are unlikely to eliminate other denim silhouettes. Most fashion cycles now include several popular shapes at the same time.

Should bootcut jeans touch the ground?

Ideally, the hem should create the intended silhouette without dragging. The correct length depends on whether the jeans will be worn with boots, heels, or flats.

Can bootcut jeans be altered?

Yes. A professional alteration can shorten the garment while preserving the original appearance of the hem.

Will dark jeans fade during cleaning?

Some dye loss may occur depending on the denim, manufacturing process, cleaning method, and prior wear. Always follow the care label and discuss appearance concerns with your professional cleaner.

Source: Michelle Scanga, “Not Baggy or Skinny Jeans—This New Denim Trend Is About to Be Everywhere This Fall,” Who What Wear.

A Detachable Piece Is Still Part of the Garment

A dress arrives with a matching fabric belt. A coat has a removable hood. A jacket comes in with a liner that zips out.

Each piece belongs to the garment, but that does not automatically mean each should receive the same treatment.

Every garment and detachable component must be treated and cared for according to its fiber, fabric, and construction.

Professional dry cleaners should evaluate the complete item before processing, review all available care information, consider color consistency, and keep every accepted piece connected to the order through final inspection.

A zipper, a row of snaps, or a few buttons may make something removable. They do not determine how it should be cleaned. The appropriate service may be the same as the main garment, separate from it, or subject to further evaluation.

The word “detachable” describes construction, not a cleaning instruction.

Why Detachable Components Need Technical Attention

A matching appearance can hide differences in fiber, fabric, and construction.

A fabric belt may look identical to the dress it belongs to while containing internal materials that are not visible from the outside. A hood may include trim or a lining made from different fibers or fabrics than the coat. A removable liner may have its own care requirements based on its materials and construction.

Those differences must be considered before service decisions are made.

Attachment points matter as well. A loose button, damaged zipper, stretched loop, or weakened snap can affect how the finished garment goes back together.

Returning the correct component is only part of completing the order. Its condition, appearance, and connection to the garment also need attention.

Consider Color Changes When Matching Pieces Are Not Cleaned Together

A customer may regularly bring in a dress but leave its matching belt at home. Another may have a coat cleaned while its detachable hood remains in a closet.

Over time, different cleaning histories can contribute to an uneven appearance between matching pieces. Industry care guidance recommends cleaning matching and coordinated pieces at the same time to help prevent uneven color changes. Drycleaning & Laundry Institute care tips

For the cleaner, the practical starting point is to ask customers to bring matching components with the garment so the complete item can be evaluated.

However, servicing matching pieces at the same time is not an automatic instruction to process every component in the same load. Each piece must be treated and cared for according to its fiber, fabric, and construction.

Cleaning pieces together cannot guarantee a perfect match. Existing fading, differences in wear, and differences in the components themselves may affect the outcome. When separate treatment is necessary, a qualified employee should assess the implications for the completed garment and explain any identified limitations before service.

1. Inspect the Complete Item Before Separating Anything

Begin with all accepted components present so the employee evaluating the garment can see how the pieces relate to one another.

For a dress with a detachable belt, inspect the belt alongside the dress. Examine its fiber content, fabric, construction, ends, any buckle or decorative detail, and the loops that hold it in place.

For a coat, examine the hood, liner, collar, and their attachment points. Consider the fiber, fabric, and construction of each component rather than assuming that all pieces can receive the same care.

Record exactly what was received. Document anything already missing, damaged, loose, or noticeably different in appearance. Photographs can support the written record, particularly when showing existing damage or how a component attaches.

This inspection establishes the condition of the complete item before work begins.

2. Record Existing Differences in Color and Wear

A detachable piece may have a different history of use from the main garment.

A hood may spend most of the season in a closet while the coat is worn daily. A belt may show concentrated wear from repeated tying or contact with a buckle. A customer may rarely wear the matching belt at all.

Compare the pieces under consistent lighting. Look for visible differences in color, staining, wear, and surface appearance.

Document relevant differences before service and discuss them with the customer. Do not promise that cleaning will eliminate an existing mismatch.

The final inspector needs enough information to recognize the starting condition and identify anything that requires further review.

3. Review the Care Information on Every Component

Check the main garment and each removable piece for labels and special instructions.

The Federal Trade Commission explains that care instructions must address the product’s components. A detachable component requiring a different care procedure must carry a separate label. Its guidance also addresses special warnings, such as instructions to remove trim. FTC care-label guidance

Read the available instructions together. Do not assume that an instruction on the dress or coat resolves every question about a removable piece.

Missing, unclear, or conflicting information should prompt qualified technical review before processing. The absence of a separate label is not a substitute for evaluating the component’s fiber, fabric, and construction.

4. Determine the Service Path Before Processing

A qualified employee should decide whether the garment and its components can be handled together, require separate attention, or need further evaluation.

That decision should account for:

• Fiber content.

• Fabric type.

• Construction.

• Available care instructions.

• Existing condition and attachment concerns.

• Color consistency and overall appearance.

• The capabilities of the operation.

Discovering an unfamiliar backing inside a belt, for example, should prompt a technical decision before the dress moves into production. Removing the belt and setting it aside does not resolve how it will be handled.

Discuss relevant limitations with the customer and obtain any needed authorization under business policy. Record the agreed next step so the counter team and production staff have the same information.

5. Keep Separated Pieces Connected to the Order

When separation is appropriate, identify the component before it moves away from the garment.

Use a management-approved identification method suitable for the material and intended service. Record which garment it belongs to, why it was separated, where it is going, and who is responsible for its next step.

“Belt removed” leaves too many questions unanswered.

A useful record would say:

Matching green fabric belt separated for technical review. Fiber, fabric, and construction require separate service evaluation. Stored in the designated review area with identification linked to the dress order. Assigned employee: [name]. Order held pending service decision.

Another employee should be able to locate the piece and understand its status without asking the person who last handled it.

6. Inspect the Garment as a Whole Before Release

Final inspection should bring the garment, its components, and the intake record back together.

Confirm that every accepted piece is present and belongs to the correct garment. Compare color and overall appearance with the documented starting condition. Examine attachment points and review any reassembly.

Do not force a zipper, snap, or button connection that no longer aligns. Hold the item for qualified review.

If a component is missing or a technical concern remains unresolved, keep that issue visible in the order status and inform the counter team. Document any agreed partial release according to business policy.

The customer should not be the first person to notice that the belt looks different, the hood does not attach properly, or the liner is still missing.

A Quick Handling Checklist for Your Team

Before marking an order ready, confirm:

• Every accepted component is accounted for.

• The fiber, fabric, and construction of each component were considered.

• Existing color differences and damage were recorded.

• Care questions were resolved before processing.

• Each component received treatment appropriate to its fiber, fabric, and construction.

• Separated pieces remained identified and tracked.

• Color, appearance, attachment points, and reassembly were reviewed.

• Outstanding concerns and customer instructions are documented.

Frequently Asked Questions

Can cleaning a dress without its matching belt cause a color difference?

Different cleaning histories can contribute to uneven appearance over time. Customers should bring matching pieces together so the cleaner can evaluate their condition and coordinate appropriate care. Cleaning cannot be assumed to correct an existing mismatch.

Should detachable belts, hoods, and liners always be cleaned in the same load?

No. Each component must be evaluated and treated according to its fiber, fabric, and construction. Coordinating service for matching pieces does not mean that incompatible components should receive the same process.

Does cleaning matching pieces together guarantee the colors will match?

No. Existing fading, wear, and differences between components may affect the result. Record existing differences and discuss identified limitations before service.

Does the main garment’s care label cover its removable components?

Review all available labels. FTC guidance says a detachable component requiring a different care procedure must carry a separate label. Refer missing or conflicting information for technical review, and evaluate each component according to its fiber, fabric, and construction.

What should employees inspect before removing a component?

Examine its fiber, fabric, construction, condition, appearance, and attachment points. Document loose stitching, damaged fasteners, missing hardware, and visible differences between the component and main garment.

What if a component does not fit or attach properly after cleaning?

Hold the garment for qualified review. Compare it with the intake record and document the concern. Do not force reassembly or mark the unresolved order complete.

How can dry cleaners prevent detachable pieces from getting lost?

Identify each component before separation, record its location and responsible employee, and reconcile every accepted piece against the intake record before release.

Need Technical Guidance?

When a detachable component, color concern, or unclear care instruction raises questions, seek technical guidance before making a service promise. NCA members can connect with member resources through the National Cleaners Association.

The goal is not simply to return every piece. It is to return a complete garment in which every component has been evaluated and treated according to its fiber, fabric, and construction.

How Dry Cleaners Can Keep Belts, Hoods, Liners, and Matching Pieces Accounted For

A coat comes back beautifully cleaned and finished. The customer looks it over, reaches for the belt, and asks, “Where is it?”

Now someone is checking the rack. Someone else is searching the finishing area. The counter employee is trying to explain what happened without knowing the answer, and the customer is wondering how a part of the garment disappeared.

The cleaning may have been excellent. But the order is incomplete.

For professional dry cleaners, preventing lost garment accessories starts with three controls: record every piece at intake, track any separation or transfer, and reconcile the complete order before marking it ready.

That applies to belts, detachable hoods, removable liners, collars, cuffs, sashes, and matching pieces. These are not incidental extras. To the customer, they are part of what was entrusted to your business.

Where Do Garment Components Lose Their Connection to the Order?

Think about how many hands a garment passes through between drop-off and pickup.

A counter employee accepts the coat. Another employee evaluates it. A component is removed for review or processing. The main garment moves forward while the detached piece goes somewhere else.

If that movement is not recorded, the connection can depend on someone remembering what belongs where.

“I put it over there” is not enough information for the next person, especially when several similar garments are moving through the plant.

The problem begins before anything is officially missing. It begins when a component no longer has a clear identity, location, or person responsible for it.

1. Record Every Piece at Intake

Before the order leaves the counter, establish exactly what the customer presented.

“Coat with accessories” leaves too much open to interpretation. A useful description is:

One navy coat, one matching belt, one detachable hood, and one removable liner.

Record distinguishing features and visible condition, including existing damage to attachment points. Photographs can support the written record when used according to your business policy.

Use a management-approved identification method appropriate to the garment and component. Every accepted piece should remain connected to the same order.

Repeat the count to the customer so both sides understand what has been accepted.

Matching sets need the same attention. If a customer brings only the jacket from a suit, the ticket should say so. It should not suggest that the business received the complete suit.

2. Make the Technical Decision Before Separating Pieces

“Detachable” describes how a component is constructed. It does not tell an employee how it should be cleaned.

A hood, belt, collar, or liner may differ from the main garment in materials, trim, color, construction, or care requirements. Its condition may also differ from the rest of the garment.

A qualified employee should examine the complete item, review available care information, and determine the appropriate service path before processing begins.

If there is uncertainty, stop and seek technical guidance before promising a result. Document any needed customer discussion or authorization under the business’s approved policy.

The tracking procedure supports that decision. It does not replace technical judgment.

3. Track Every Separation and Transfer

When a component needs to move separately, make the handoff visible.

The record should identify:

• The order and component.
• Why the piece was separated.
• Where it is going.
• Who is responsible for the next action.
• When the transfer occurred.
• What must happen before it can rejoin the completed order.

The method can be simple. A paper record or an existing order system can work if employees consistently maintain it and the next person can find the information.

The important question is this: Could another employee locate the piece without asking the person who last handled it?

If the answer is no, the process still depends too heavily on memory.

4. Reconcile the Order Before Marking It Ready

Final inspection should confirm more than the appearance of the main garment.

Compare the finished order with the intake record. Check that every accepted component is present, belongs to the correct garment, and has received the required quality review. Confirm that attachment-point concerns and other exceptions are documented for the counter team.

If a component is missing, do not leave the order marked complete. Assign someone to coordinate the search, update the order status, and follow the business’s customer-communication procedure.

If a partial release is agreed upon under business policy, document what was returned and what remains outstanding.

Customers should not have to discover an unresolved problem at pickup.

A Missing Belt Costs More Than Search Time

The cost of a missing component can begin well before a claim is discussed.

Employees stop other work to search. The counter team handles follow-up calls. A manager gets involved. The customer may need to make another trip.

A matching replacement may also be difficult to locate, particularly when fabric, color, hardware, or styling is specific to that garment.

Even when the piece is eventually found, the customer has experienced uncertainty that a clear process could have helped prevent.

Start With One Order Today

Choose one incoming garment with detachable components and follow it through your operation.

Can you see what was accepted? Can you locate every piece? Does each handoff identify who is responsible? Will the final inspector know what must be present before the order is ready?

Use what you find to close the gaps with your team.

You do not need a complicated system. You need a shared definition of complete.

Count at intake. Track every separation. Reconcile before ready.

Frequently Asked Questions

How can dry cleaners prevent lost belts, hoods, and liners?

Record and identify every component when the garment is accepted, document any separate movement, and compare the finished order with the intake record before marking it ready. Assign responsibility for resolving anything missing.

Should detachable garment accessories always be cleaned separately?

No. Removability alone does not determine the appropriate cleaning method. A qualified employee should evaluate the garment, component, available care information, and condition before deciding how to proceed.

What should a dry cleaner record for garment accessories?

Record the order number, component description, quantity, distinguishing features, and condition at intake. If a piece is separated, also record its location, status, responsible employee, and transfer details.

What should staff do if a component is missing at final inspection?

Hold the order from being marked complete, assign an owner to investigate, and follow the business’s search and communication procedures. Keep the counter team informed of the status and next action.

Need Technical Guidance?

When a detachable component, matching piece, or care instruction creates uncertainty, NCA members can seek guidance before making a service promise.

Contact Alan Spielvogel, Director of Technical Services, at alan@nca-i.com.

Learn more about member resources through the National Cleaners Association.

What the New Research Actually Tells Us About AI Adoption in Garment Care

A new national study has placed laundry and dry-cleaning workers among the occupations using artificial intelligence at unexpectedly high rates.

According to the research, 49% of laundry and dry-cleaning workers reported using generative AI for at least one job-related purpose. Researchers had predicted an adoption rate of only 20.6% based on the occupation’s typical tasks.

That makes laundry and dry-cleaning workers one of the most “underpredicted” occupational groups in the study.

It is an attention-grabbing finding for the professional garment-care industry. But before we celebrate the idea that nearly half of the industry has embraced AI, we need to understand where the number came from and what it actually measures.

Where Did the Data Come From?

The findings come from an August 2026 National Bureau of Economic Research working paper titled What Work Does Generative AI Do?

The research was conducted by Alexander Bick, Adam Blandin, David Deming and Tyler Schumacher, who are affiliated with the Federal Reserve Bank of St. Louis, Vanderbilt University and Harvard University.

The researchers used data from the Real-Time Population Survey, an online labor-market survey designed to resemble the federal government’s Current Population Survey.

The occupational analysis combined four survey rounds conducted in:

• August 2025
• November 2025
• February 2026
• May 2026

Each survey round included approximately 5,000 American adults between the ages of 18 and 64. The final occupational analysis included 13,920 employed respondents with valid occupation and AI-use information.

The results were statistically weighted to make the overall survey more representative of the United States workforce.

How Many Dry-Cleaning Workers Were Surveyed?

This is the detail the headlines may not tell you.

Only 23 respondents in the pooled survey were classified specifically as “laundry and dry-cleaning workers.”

The 49% figure is a survey-weighted estimate based on those 23 responses.

That does not make the finding meaningless. It does, however, mean we should not treat it as conclusive evidence that exactly 49% of America’s garment-care workforce is using AI.

A group of 23 people is too small to represent every segment of our industry confidently, including owners, managers, customer-service representatives, production employees, route operators, pressers, spotters and alteration professionals.

The number should be viewed as a meaningful signal that deserves further investigation, not a final measurement of industry-wide adoption.

What Counted as Using AI?

The survey gave respondents a basic definition of generative AI and mentioned tools such as ChatGPT, Gemini and Midjourney.

Employed respondents were then asked:

“Do you use Generative AI for your job?”

A person only needed to answer yes to be classified as using AI at work.

That use could involve:

• Writing a social media post
• Researching a regulation
• Developing a promotion
• Drafting an employee procedure
• Responding to a customer
• Troubleshooting a piece of equipment
• Creating a marketing plan
• Summarizing information
• Preparing a business document

The survey did not require the respondent to use AI every day. It also did not require the business to have an AI strategy, employee training, approved workflows, privacy safeguards or measurable results.

This distinction matters.

Using AI once for a marketing idea is adoption for purposes of the survey. It is not necessarily operational transformation.

What Does the Predicted Rate Mean?

The study compared actual reported use with “exposure” scores designed to predict how useful AI should be within different occupations.

Researchers predicted that approximately 20.6% of laundry and dry-cleaning workers would use generative AI, based on the tasks normally associated with the occupation.

The actual weighted estimate was 49%.

The predicted number did not come from a second survey of cleaners. It was generated by a model that examined the work associated with the occupation and estimated how much of it could potentially be assisted by AI.

This may help explain why the industry was underestimated.

From the outside, dry cleaning can appear to be primarily manual work. People picture cleaning machines, presses, spotting boards, conveyors and garment racks.

But professionals inside the industry know the business involves far more.

Why Garment Care May Be More AI-Ready Than It Appears

Professional cleaners constantly work with information, judgment and communication.

They interpret care labels, research fabrics and embellishments, communicate risk, answer customer questions, manage claims, develop pricing, schedule production, document procedures, train employees, troubleshoot equipment and respond to regulatory requirements.

Owners and managers also handle marketing, hiring, customer retention, financial decisions, route planning and business development.

AI cannot press a garment, remove a stain or replace the technical judgment of an experienced cleaner. But it can assist with many of the information-heavy responsibilities surrounding that work.

That may be why garment-care professionals are using AI at rates higher than traditional occupational models expected.

The study’s authors reached a similar conclusion. They noted that occupations involving manual or face-to-face work may still contain substantial amounts of information gathering, planning and communication that AI can support.

My Perspective: Widespread Does Not Yet Mean Deep

As someone working directly with professional cleaners on AI education and implementation, I find the study encouraging. It confirms something I have seen firsthand: Our industry is more innovative and more willing to experiment than outsiders often assume.

But I would be careful about turning the 49% estimate into a victory lap.

The most important description in the study is that workplace AI adoption is “widespread but shallow.”

People across many occupations are experimenting with AI, but relatively few have integrated it deeply into the way their work gets done.

That is also the reality I see in garment care.

Some owners are using AI to create emails, promotions, job descriptions or social media content. Those are valuable starting points. However, occasional prompting is not the same as building a reliable AI-enabled operation.

Meaningful adoption happens when a business can answer questions such as:

• Which business problems are we using AI to solve?
• Which tasks should remain completely human-led?
• What information can and cannot be entered into an AI platform?
• How are employees being trained?
• Who reviews the output?
• How do we prevent technical promises or inaccurate customer guidance?
• Are we saving time, reducing errors or producing a measurable business result?
• Can the process be repeated consistently?

Without those answers, a business may be using AI without becoming more capable.

Moving From AI Awareness to AI Readiness

The gap between trying AI and implementing it responsibly is the AI Readiness Gap.

Closing that gap requires more than access to technology. It requires clear processes, reliable information, employee preparation, human oversight and a connection between the tool and an actual business objective.

For a professional cleaner, that could mean using AI to:

• Turn the owner’s verbal knowledge into documented procedures
• Organize garment-risk information without making unauthorized technical promises
• Prepare customer follow-up communications
• Build employee training materials from approved practices
• Analyze recurring customer questions or operational bottlenecks
• Develop marketing based on real customer needs
• Improve internal communication and accountability
• Support business decisions with organized information

The objective is not to use AI everywhere.

The objective is to use it intentionally where it can strengthen the business while preserving the human expertise, technical judgment and customer trust that professional garment care requires.

What Should the Industry Take Away From the Study?

We should not say that this study proves nearly half of all cleaners have fully adopted AI.

We can say that a nationally weighted survey found unexpectedly high experimentation with generative AI among people classified as laundry and dry-cleaning workers.

That alone challenges the assumption that AI belongs only in technology companies, corporate offices and traditionally digital occupations.

Our industry is not standing on the sidelines.

But the real opportunity is still ahead of us.

The next stage will not be measured by how many cleaners have opened ChatGPT. It will be measured by how many businesses use AI responsibly to improve decisions, develop people, document knowledge, strengthen customer relationships and build operations that do not depend entirely on what one person knows.

The 49% number is not the end of the story.

It is an invitation to find out what meaningful AI adoption in professional garment care can actually become.

Research Sources

The research discussed in this article comes from the National Bureau of Economic Research working paper What Work Does Generative AI Do? and the Federal Reserve Bank of St. Louis summary published September 1, 2026.

The public occupation-level dataset reports that the laundry and dry-cleaning estimate was calculated from 23 unweighted respondent observations across the four pooled survey periods.

Sources: NBER working paper, Federal Reserve Bank of St. Louis analysis, public occupational dataset

Frequently Asked Questions About AI Use in Dry Cleaning

Are 49% of dry-cleaning workers really using AI?

A nationally weighted survey estimated that 49% of people classified as laundry and dry-cleaning workers used generative AI for at least one job-related purpose. However, the estimate was based on only 23 respondents in that occupation. It should be viewed as an indication of unexpected AI experimentation, not definitive proof that 49% of the entire industry regularly uses AI.

How many laundry and dry-cleaning workers participated in the study?

The occupational dataset included 23 respondents classified as laundry and dry-cleaning workers. The complete analysis included 13,920 employed respondents across hundreds of occupations.

When was the AI workplace survey conducted?

The researchers combined four rounds of the Real-Time Population Survey conducted in August 2025, November 2025, February 2026 and May 2026.

Where did the dry-cleaning AI statistic come from?

The statistic comes from the National Bureau of Economic Research working paper What Work Does Generative AI Do? The study was conducted by researchers affiliated with the Federal Reserve Bank of St. Louis, Vanderbilt University and Harvard University.

What counted as using generative AI at work?

Respondents were asked whether they used generative AI for their jobs. A person could be counted as an AI user after using a tool such as ChatGPT, Gemini or Midjourney for at least one work-related purpose. The question did not require daily use or full integration into business operations.

Why was AI use among dry-cleaning workers higher than predicted?

Traditional AI-exposure models may underestimate the amount of information-based work involved in professional garment care. Although cleaning and finishing garments require hands-on expertise, the business also involves research, customer communication, marketing, training, documentation, regulatory compliance, troubleshooting and operational decision-making.

How can dry cleaners use AI in their businesses?

Dry cleaners can use AI to help document procedures, prepare marketing, organize customer communications, develop employee training, research regulations, analyze business bottlenecks and support operational decisions. AI output should be reviewed by a qualified person, especially when it involves garment risks, customer claims or technical recommendations.

Can AI replace an experienced dry cleaner?

No. AI cannot replace the hands-on skill, garment knowledge and professional judgment of an experienced cleaner, spotter, presser or alteration specialist. It can support professionals by organizing information, drafting communications and assisting with selected administrative and decision-support tasks.

What does “widespread but shallow” AI adoption mean?

“Widespread but shallow” means that people across many occupations have tried or used generative AI, but the technology is often used for only a small portion of their work. Occasional use does not necessarily mean AI has been integrated into approved, repeatable and measurable business processes.

What is the difference between AI adoption and AI readiness?

AI adoption means that someone has started using an AI tool. AI readiness means the organization has the processes, policies, training, data practices, human oversight and business objectives required to use AI responsibly and consistently. A business can have high AI use while still having a significant AI Readiness Gap.

What should garment-care businesses do before implementing AI?

Before expanding AI use, a garment-care business should identify the business problem being addressed, establish rules for sensitive information, determine which decisions require human approval, train employees, verify AI-generated output and define how success will be measured.

What is the main takeaway from the study?

The study does not conclusively prove that half of all dry-cleaning workers have adopted AI. It does suggest that workers in hands-on occupations are finding more uses for generative AI than conventional models predicted. The next opportunity is to turn that experimentation into responsible, repeatable and measurable business capability.

From Processing Individual Garments to Managing the Customer’s Larger Wardrobe-Care Needs

Professional cleaners already do far more than clean clothes.

They inspect garments, identify visible concerns, coordinate repairs, support alteration decisions, prepare seasonal pieces for storage, care for special-occasion garments and help customers decide what to do when something no longer fits or functions as expected.

These services are often treated as separate transactions. A customer brings in a coat for cleaning, trousers for alteration, a dress for repair and several sweaters at the end of the season.

But the customer may see all of those garments as part of one larger problem:

“What should I do with the clothes I already own?”

That creates an opportunity for cleaners to move beyond processing individual garments and become the customer’s professional wardrobe-care partner.

This does not mean becoming a fashion stylist or closet organizer. It means helping customers evaluate their garments, identify the appropriate next step and coordinate the services the business is qualified to provide.

A NEW SERVICE BUILT FROM EXISTING CAPABILITIES

A Wardrobe Reset Review can be offered as a defined service without requiring the cleaner to create an entirely new operation.

Most cleaners already have many of the necessary capabilities:

• Garment inspection
  Cleaning and finishing
  Stain evaluation
  Minor repair services
  Alteration coordination
  Specialty-service referrals
  Seasonal garment preparation
  Pickup and delivery
  Customer communication
  Technical knowledge

The new element is the way those capabilities are organized around the customer’s broader goal.

Instead of beginning with, “What do you want us to do to this garment?” the conversation begins with:

“What are you trying to get ready for?”

The answer might involve:

• A fall or spring closet change
  A return to the office
  A business trip or vacation
  A wedding or formal event
  A change in size
  An inherited wardrobe
  A household move
  A plan to sell or donate garments
  A need to reduce closet clutter

Once the cleaner understands the customer’s goal, each garment can be assigned an appropriate next step.

SIX GARMENTS, SIX DIFFERENT DECISIONS

Consider a customer who brings six garments for a seasonal Wardrobe Reset Review.

1. A Work Suit

The customer needs the suit for an important meeting next week.

The cleaner records the deadline, inspects the garment and routes any fit or repair concern to a qualified person before promising the work.

The larger opportunity is to ask whether the customer has other business garments that should be prepared for the upcoming work schedule.

1. A Winter Coat

The coat has a damaged closure and has not yet been cleaned.

The closure may require repair evaluation before cleaning is scheduled. Existing wear or damage should be documented.

The larger opportunity is a preseason outerwear review. Other coats, scarves and winter garments may also need cleaning or repair before the first cold week arrives.

1. A Sentimental Dress

The customer wants to preserve a formal dress but is unsure whether it will ever be worn again.

The cleaner documents the garment’s condition and the customer’s goal, then explains the available care or storage-preparation services and applicable limitations.

The larger opportunity is a consultation involving other sentimental garments, including wedding attire, christening garments, vintage pieces or clothing connected to family events.

1. A Storage Sweater

The sweater will not be worn again until next season.

The cleaner evaluates it for cleaning and provides appropriate storage guidance. A garment should not be assumed ready for storage simply because it appears clean.

The larger opportunity is a seasonal knitwear program that allows customers to send groups of sweaters for cleaning, repair review and organized return.

1. A Designer Garment

The customer intends to sell the garment online.

The cleaner clarifies whether the request involves cleaning, repair or both. The business should not promise a resale price, marketplace acceptance or financial return.

The larger opportunity is a resale-readiness service that may include cleaning, condition documentation and minor repair evaluation.

1. A Group of Donation Garments

The customer is deciding which garments to donate.

The cleaner can help identify which pieces may warrant professional service, but the customer must decide whether the expense is justified.

If the cleaner works with a donation organization, employees should follow an approved process and avoid making promises on the organization’s behalf.

WHAT COULD A WARDROBE RESET REVIEW INCLUDE?

The service should reflect the capabilities of the individual business. It could include:

• Seasonal Wardrobe Reset Reviews
  Preseason outerwear inspections
  Cleaning before seasonal storage
  Repair and alteration coordination
  Formalwear preparation
  Travel wardrobe preparation
  Resale-readiness services
  Approved donation coordination
  Pickup and delivery
  Seasonal service reminders
  Garment histories for important pieces
  Priority preparation for events and business travel

A business does not need to offer everything. It should begin with the services it can perform or coordinate consistently.

HOW THE SERVICE COULD WORK

The simplest version begins with an appointment for five to ten garments.

For each garment, the employee records:

• The customer’s intended use
  The needed-by date
  Visible condition
  Requested service
  Qualified review required
  Estimate or approval required
  Responsible employee
  Next communication date
  Final disposition

The customer then receives a simple Wardrobe Reset Plan showing:

• What was accepted
  What service is recommended
  What requires additional review
  What is waiting for an estimate
  What requires customer approval
  What the business declined
  When the next update will be provided

No work should begin until the appropriate review and customer authorization have been completed.

THREE POSSIBLE SERVICE LEVELS

A cleaner could eventually offer the concept at three levels.

Quick Wardrobe Review

A limited number of garments receive a documented recommendation and next step. This might be complimentary with a qualifying service or offered for a modest fee.

Seasonal Wardrobe Reset

The business reviews a larger group of seasonal garments and coordinates approved cleaning, repair, alteration review and storage preparation. A consultation fee may be charged in addition to individual garment services.

Personal Wardrobe Care

Premium customers receive recurring seasonal reminders, pickup and delivery, priority coordination, garment histories and preparation for upcoming events. This could become an annual or monthly service program.

Pricing should be developed locally based on the time, expertise and coordination required.

START WITH A PILOT

Before launching a complicated program, invite approximately ten established customers to participate in a Wardrobe Reset Review.

Set clear boundaries:

• Appointment required
  Maximum number of garments
  Defined consultation time
  No technical promises at intake
  No work without customer approval
  Individual garment services charged separately
  No guarantees involving resale, donation or long-term storage

Track:

• Number of garments reviewed
  Number accepted for service
  Revenue generated
  Time required
  Additional repair and alteration opportunities
  Customer response
  Follow-up services identified
  Operational problems

After the pilot, the cleaner can decide whether the review should remain complimentary, become a paid consultation or develop into a premium customer program.

DEFINE THE BUSINESS’S ROLE

Becoming a wardrobe-care partner does not mean accepting every garment or taking responsibility for the customer’s personal choices.

Employees must understand:

• Which services are completed in-house
  Which services require a qualified partner
  Who may provide estimates
  When customer approval is required
  Which garments the business will not accept
  Which decisions remain with the customer
  What the business will and will not guarantee

The customer decides what to keep, sell, donate or replace. The cleaner provides professional information, appropriate service options and a clear path forward.

FROM TRANSACTIONS TO RELATIONSHIPS

The most important value of a Wardrobe Reset Review may not be one larger ticket.

It is the opportunity to build a more useful customer relationship.

When customers see the cleaner as the professional who helps them care for, maintain and make better decisions about their clothing, they have more reasons to return throughout the year.

The cleaner is no longer waiting for a garment to become dirty or damaged. The business is helping the customer prepare for the next season, trip, meeting, celebration or life change.

That is the shift from processing garments to helping customers manage their wardrobes.

Is wardrobe management a new service for dry cleaners?

Wardrobe management is a new way to package services many professional cleaners already provide. These may include garment inspection, cleaning, repair coordination, alteration review, seasonal preparation, pickup and delivery. The new element is organizing those capabilities around the customer’s larger wardrobe-care needs.

What is a Wardrobe Reset Review?

A Wardrobe Reset Review is a structured consultation in which a professional cleaner reviews a limited group of garments, records the customer’s goals and identifies the appropriate next step for each item. A garment may be accepted for service, referred for qualified review, held for approval or returned without service.

Does a wardrobe manager act as a personal stylist?

Not necessarily. The cleaner’s role is to provide garment-care guidance and service coordination, not to decide what the customer should wear, keep, sell, donate or replace. Personal styling could be provided through a qualified partner if the cleaner chooses to develop that relationship.

What services could be included?

Services may include cleaning, repair evaluation, alteration coordination, seasonal storage preparation, formalwear preparation, travel wardrobe planning, resale readiness, pickup and delivery, seasonal reminders and qualified referrals.

How should a cleaner price a Wardrobe Reset Review?

Pricing should reflect the consultation time, expertise and coordination required. A cleaner might offer a limited complimentary review, charge a seasonal consultation fee or include ongoing wardrobe management in a premium customer program. Individual garment services should generally be priced separately.

How can a cleaner test the service?

Begin with approximately ten established customers. Limit the number of garments and consultation time, document every recommendation, require approval before work begins and track consultation time, garments accepted, revenue generated and customer response.

What the New Parkinson’s Study Does and Does Not Claim About Today’s Dry Cleaning

National Cleaners Association addresses misleading reporting on a significant environmental-health study

On August 22, the New York Post ran a piece headlined, “Living near dry cleaners increases your risk of devastating disease.” It summarized a nationwide analysis of whether living close to businesses categorized as dry cleaners was linked with Parkinson’s disease.

Parkinson’s disease is a devastating condition, and it is important to study potential environmental contributors. The National Cleaners Association supports sound research, effective environmental oversight, and the ongoing shift to safer garment-care technologies.

At the same time, the public should receive a plain explanation of what this study showed and, just as importantly, what it did not demonstrate.

A statistical link is not evidence of causation

The researchers looked at Medicare beneficiaries who were 67 and older. Their main nationwide result found that people residing within 500 feet of a business listed as a dry cleaner had 14% higher adjusted odds of a Parkinson’s diagnosis than people living four to five miles away.

That finding points to an association that merits further study. It does not prove that any dry cleaner exposed people to a chemical or caused Parkinson’s disease.

Distance is not the same as exposure, and correlation is not causation.

No chemical exposure was measured

To conduct the analysis, the researchers compared participants’ home addresses with businesses identified as dry cleaners in a 2013 commercial directory.

They did not:

- Sample air, water, or soil around the listed businesses.

- Collect biological samples or test participants’ homes.

- Measure exposure to TCE, PCE, or any other solvent.

- Identify the cleaning method or equipment used by each business.

- Determine whether any solvent was released from a listed site.

- Reliably separate an active cleaning plant from a pickup-and-drop-off storefront.

That final distinction matters a great deal. Many places casually called “dry cleaners” are retail drop-off locations. They take in clothing from customers but do not run dry-cleaning equipment or use cleaning solvent on site.

A dot on a business map cannot show whether a chemical was present, whether anyone encountered it, or whether it played any role in a disease diagnosed years later.

Modern dry cleaning is not the same as it was decades ago!

The article leaves readers with an outdated picture of the industry.

Trichloroethylene, or TCE, was never the main dry-cleaning solvent and was mostly eliminated from the industry decades ago. Perchloroethylene, commonly known as PCE or perc, became the leading solvent, but its use has dropped sharply as cleaners have adopted newer equipment and alternative methods.

Today’s dry-cleaning machines are closed-loop systems built to capture and recycle solvent. Many professional cleaners have moved to approaches such as:

- Professional wet cleaning

- Hydrocarbon systems

- Silicone-based cleaning systems

- Other modern alternative technologies

EPA has set a 10-year phaseout for PCE use in dry cleaning, and the agency says many cleaners have already started transitioning. Since June 2025, new PCE dry-cleaning machines have been banned. Read EPA’s current PCE guidance.

A study based on 2013 business listings cannot tell the public what equipment a cleaner uses now or even whether a listed storefront ever  housed cleaning equipment.

The “72,000 licenses” assertion is inaccurate

The Post story states that New York City has “over 72,000 businesses and individuals with a dry-cleaning license.”

The linked NYC Open Data source is not a list of 72,000 dry cleaners. It is a general Department of Consumer and Worker Protection roster that includes licensed businesses and individuals across many industries.

NYC311 clearly says that New York City does not issue a general dry-cleaner license, although facilities that perform dry cleaning on-site must obtain the relevant environmental permits.

The National Cleaners Association has asked the Post to correct this claim.

The “500 percent” number needs context

The article also refers to a “500 percent increased risk” tied to TCE.

That figure did not come from the new residential-proximity study. It came from a different study involving only 99 Parkinson’s-discordant twin pairs and occupational or hobby exposure to TCE. The estimate carried a very wide confidence interval and was not a measure of the risk from living near a modern dry-cleaning storefront.

Using that figure in a story about residential proximity without explaining its source, study population, and uncertainty encourages readers to draw a comparison the research does not justify.

Past contamination and current operations are not the same thing

Old industrial or commercial sites can leave behind environmental contamination that needs investigation and cleanup. That is a valid public-health issue.

It is not proof that every modern dry cleaner is releasing hazardous chemicals into the surrounding area.

The new study may be useful for shaping future research questions, including whether certain locations have historical contamination and whether measurable exposure exists. Answering those questions will require actual environmental sampling, correct identification of operating plants, information about equipment and solvents, and long-term residential histories.

Our industry is repeatedly forced to defend the present against the past

Professional cleaners have spent significant time and money on modern machinery, alternative cleaning methods, employee training, and environmental compliance. Yet headlines keep portraying today’s industry as if its technology and practices have not changed in generations.

That is not fair to responsible small-business owners, their workers, or the communities they serve.

The National Cleaners Association is not asking journalists to overlook legitimate research or shield the industry from scrutiny. We are asking for accuracy, context, and a clear distinction between possible historical contamination and the regulated businesses operating today.

NCA’s commitment

Through education, technical assistance, and efforts such as the SmartCare Era Initiative, NCA continues to help members adopt modern technologies, meet environmental and workplace requirements, protect employees, and deliver safe professional garment care.

We urge researchers and journalists to engage directly with the industry when assessing dry-cleaning operations. To reach reliable conclusions, it is essential to distinguish between an operating plant, a drop store, historical contamination, and a modern closed-loop system.

Consumers, workers, researchers, and responsible business owners all deserve reporting that makes those differences explicit.

For more information, contact the National Cleaners Association at info@nca-i.com or 212-967-3002.

FAQ section

Add this visibly at the bottom of the article. Visible questions and direct answers are valuable for AEO even when they do not produce a Google FAQ display.

Frequently asked questions

Does living near a dry cleaner cause Parkinson’s disease?

The study did not establish causation. It found a statistical association based on residential proximity to businesses classified as dry cleaners.

Did researchers measure exposure to dry-cleaning chemicals?

No. Researchers did not test participants, homes, air, water or soil for TCE, PCE or another dry-cleaning chemical. Distance from a business listing was used as a proxy for possible exposure.

What does “14% higher odds” mean?

It is a relative comparison with people living four to five miles from a listed business. It does not mean a person’s absolute probability of developing Parkinson’s increased by 14 percentage points.

Did the study distinguish cleaning plants from drop stores?

Not consistently. The business classification can include storefronts that accept garments but operate no cleaning equipment or use no cleaning solvent on-site.

Are modern dry-cleaning machines closed-loop?

Modern machines are designed as closed-loop systems that recover and recycle solvent. Many cleaners have also converted to professional wet cleaning, hydrocarbon, silicone-based and other alternative technologies.

Does New York City have 72,000 licensed dry cleaners?

No. The database linked by the New York Post is a general DCWP licensing roster covering numerous industries. It is not a registry of 72,000 dry cleaners.

Where did the “500% increased risk” figure originate?

It came from a separate study of 99 Parkinson’s-discordant twin pairs involving occupational or hobby exposure to TCE. It was not an estimate of the risk from living near a modern dry-cleaning storefront.