AGY, SAERTEX Develop Advanced S-2 Glass Non-Crimp Fabrics

AGY S-2 Glass non-crimp fabric using SAERTEX USA production process.
Aiken, S.C.-based AGY, a global supplier of specialty glass fiber reinforcements, and Saerbeck, Germany-based SAERTEX, manufacturer of multiaxial non-crimp fabrics, announced a joint development focused on using AGY’s high-strength S-2 Glass fiber in SAERTEX engineered non-crimp fabric architectures.

The collaboration combines AGY’s S-2 Glass reinforcement with SAERTEX’s tailored multiaxial NCF technology to deliver lightweight, high-strength composite solutions for aerospace, defense, industrial and advanced mobility applications.

SAERTEX non-crimp fabrics are designed with precisely aligned fiber orientations and optimized surface weights to maximize load performance while reducing component weight and layer count.

“Combining S-2 Glass with SAERTEX’s advanced multiaxial fabric design enables lightweight solutions that can compete in applications traditionally reserved for higher-cost materials,” said Patrick Hunter, chief commercial officer and president of AGY.

“The integration of AGY’s S-2 Glass fiber allows us to offer customers enhanced mechanical performance while maintaining the processing advantages of non-crimp fabrics,” said Christian Beckmann, CEO of SAERTEX.

The companies are qualifying multiple multiaxial constructions for structural composite applications.


2026 Quarterly Issue II

Dimension-Polyant Launches X-Pac hyperTEC Fabric Series

Putnam, Conn.-based Dimension-Polyant introduced X-Pac hyperTEC, a family of advanced performance fabrics engineered for mountaineering, climbing, skiing and bikepacking applications.

“What sets X-Pac hyperTEC fabrics apart is their high-modulus fiber architecture,” said Taylor North, Dimension-Polyant global head of technical fabrics. “Using advanced fibers allows us to produce laminates that are ultra-light and have a tremendous strength-to-weight ratio, while maintaining the durability and reliability that X-Pac is known for.”

X-Pac hyperTEC fabrics are built with high-modulus fibers, advanced reinforcement and technical constructions engineered for resilience and optimized load paths. The company’s lamination technology delivers stable fabrics at lightweight specifications with inherent waterproof performance.

X-Pac hyperTEC UX fabrics are made with a 100% Ultra-PE (UHMWPE) face fabric and Ultra-PE X-PLY reinforcement. The series includes UX10 (82 grams per square meter), UX10 ST (122 grams per square meter), and UX20 ST (154 grams per square meter), each engineered for different performance and durability requirements.


2026 Quarterly Issue II

Fire-Dex AeroFlex Turnout Earns UL Particulate Verification

AeroVent® technology allows sweat vapor to escape without letting heat inside.
Medina, Ohio-based Fire-Dex announced that UL Solutions verified particulate ingress results for its AeroFlex turnout system under UL Verification 1641. The verification confirms performance to NFPA Particle Inward Leakage testing requirements when the ensemble is worn in a specific configuration.

“Particulate barriers in pant/coat interfaces add protection from contaminants, but the trade-off is that they can limit breathability,” said Todd Herring, vice president of product innovation and strategy at Fire-Dex. “AeroFlex is designed differently, with vents that help hot air escape from inside turnouts but that also keep particulates out.”

The evaluated configuration included the AeroFlex coat with a properly engaged self-contained breathing apparatus (SCBA), along with AeroFlex pants equipped with the optional particulate-blocking barrier. According to UL Solutions, testing reported less than 1 microgram exposure on the wearer across the ensemble.

The AeroFlex turnout system places VaporLite breathable composite panels where heat and sweat concentrate and integrates AeroVent Technology to move warm humid air outward under pressure with an integrated particulate-blocking element.


2026 Quarterly Issue II

Apparel Brands Back unspun’s U.S. Automated Manufacturing Push

According to the company, unspun technology enables in-season production, reduces excess inventory and can improve margins by 400–500 basis points.
San Francisco-based unspun, backed by more than $50 million in venture funding, has secured letters of support from Walmart and REI to build U.S.-based automated apparel manufacturing hubs using AI-enabled 3D weaving technology.

Supply chain partners Bethel Industries, Peckham and PDS Ltd/ GSC Link will support development with initial production expected in the near term. The proprietary system produces semi-finished garments directly from yarn in minutes, replacing multiple cut-and-sew steps with a single automated process.

“We are not exploring whether domestic apparel manufacturing can work. We are building it,” said CEO Arne Arens.

According to the company, the technology enables in-season production, reduces excess inventory and can improve margins by 400–500 basis points.

“Our customers are proud to buy apparel made in America,” said Avisnash Bhasker, Walmart vice president of apparel production development.

unspun is evaluating U.S. sites and workforce training programs for deployment.


2026 Quarterly Issue II

Shoppers Increasingly Aware Of Microplastics, Prioritize Natural Fibers

Cotton Incorporated released research showing consumer awareness of microplastics has climbed to 41%, up from 17% in 2017.
Cary, N.C.-based Cotton Incorporated released research showing consumer awareness of microplastics has climbed to 41%, up from 17% in 2017, with growing concern about synthetic fibers in clothing.

According to the company’s 2026 Global Sustainability Survey of 1,022 U.S. consumers, 59% say they are likely to seek clothing made with microplastic-free fibers. Among those concerned about microplastics, 41% consider wearing clothing containing microplastics a major concern.

“Consumers overwhelmingly view cotton as environmentally safe compared with synthetic fibers, signaling that fiber perception is playing a larger role in how apparel sustainability is evaluated,” said Melissa Bastos, director of corporate strategy and insights at Cotton Incorporated.

Overall, environmental concern stands at 73%, while motivation-to-act sustainably rose to 76% in 2026 from 73% in 2023.

Consumers report taking action including limiting plastic purchases (37%), recycling (27%) and seeking natural materials (12%). However, 37% feel overwhelmed by unclear information and 36% are unsure what to do, creating opportunities for brands and mills to provide clearer guidance on natural-fiber options and anti-shedding innovations.


2026 Quarterly Issue II

Arvind Advanced Materials Acquires U.S. Nonwovens Maker Dalco-GFT

Ahmedabad, India-based Arvind Advanced Materials Limited (AAML), a wholly owned subsidiary of Arvind Limited, acquired a nearly 61% stake in Dalco-GFT, a U.S. manufacturer of specialized needle-punched nonwoven fabrics.

Dalco-GFT, established in 1988, operates two facilities in North and South Carolina with combined annual capacity of approximately 75 million pounds. The company serves automotive, industrial, construction and furniture sectors and reported revenue of approximately $100 million in calendar 2025.

“The acquisition of Dalco-GFT marks a transformational milestone in AAML’s growth journey,” said Punit Lalbhai, vice chairman of Arvind Limited. “Through this transaction, we are entering the world’s largest technical textile market — the United States.”

“Our customers can expect the same great service, relationships and product quality they’ve always known,” said Joey Duncan, CEO of Dalco-GFT.

AAML valued the transaction at 7.75 times EV/EBITDA. InCred Capital served as exclusive financial advisor.


2026 Quarterly Issue II

USFibers Secures Investment To Support Growth, Capacity Expansion

Trenton, S.C.-based USFibers, a recycler and manufacturer of polyester staple fiber, announced a strategic investment from Glisco Partners and Orion Infrastructure Capital (OIC) to expand production capacity, enhance technical capabilities and reach new markets.

Founded in 1994, USFibers operates a vertically integrated recycling and production platform that converts post-industrial and post-consumer PET waste into fiber for automotive, filtration and geotextile markets.

“This investment strengthens our capacity, broadens our capabilities and allows us to continue delivering high-quality, customized solutions to our customers,” said Teddy Oh, CEO of USFibers.

“We look forward to this partnership, supporting USFibers’ expansion in a market with a growing demand for recycled polyester,” said Ethan Shoemaker, investment partner at OIC.

USFibers will continue operating under existing management. TM Capital served as exclusive financial advisor.


2026 Quarterly Issue II

Arclin Completes Acquisition Of The DuPont™ Aramids Business

Alpharetta, Ga.-based Arclin has completed its approximately $1.8 billion acquisition of DuPont’s Aramids business, adding the Kevlar® and Nomex® brands and expanding its position in high-performance, life-critical materials.

“Kevlar® and Nomex® are the gold standard … and we are very excited to incorporate the Aramids platform,” said President Mark Glaspey. He said the deal adds manufacturing operations in Europe and Asia and about 1,800 employees, with a focus on operational continuity and investment in innovation.

The combined portfolio now spans aerospace, electrical infrastructure, electric vehicles, personal protection and defense, strengthening Arclin’s reach in advanced protective applications.

“We’re excited to join the Arclin family,” said Aramids Business Unit President Matt Reinhardt, citing expertise in aramid fiber, high-strength, heat-resistant materials.

CEO Bradley Bolduc said, “We’re focused on accelerating what these materials can do across performance-critical uses.”


2026 Quarterly Issue II

2026 State Of The U.S. Textile Industry

Chuck Hall

Outgoing NCTO Chairman Chuck Hall outlined the U.S. textile industry’s major challenges and achievements of last year during his “State of the U.S. Textile Industry” address at NCTO’s 22nd annual meeting in Washington.

By Chuck Hall

It is a privilege to stand before you and deliver this year’s State of the Industry address on behalf of the U.S. textile industry — an industry that is not simply part of our manufacturing base, but also a strategic pillar of it.

The U.S. textile industry produces components for everything from wearing apparel and automotive interiors to advanced industrial applications; products for our hospitality markets and industrial markets; and our military and defense systems. Our integrated textile and apparel supply chain employs 453,122 American workers and generates $60.9 billion in annual output.

Each year, our industry supplies more than $1.8 billion in uniforms and textile-based equipment to the Department of War. We provide over 8,000 different textile products to our armed forces. From flame-resistant fabrics to advanced ballistic materials, American-made textiles are essential to mission readiness and national security.

A Year Of Historic Wins And Challenges

In 2025, the industry faced significant challenges in response to economic upheavals and rapidly evolving trade policy developments.

Sweeping global tariff increases on nearly every country and imported products also triggered uncertainty and injected unpredictability into global markets.

At the same time, predatory trade practices intensified. Illegal transshipments surged. Customs fraud continued. Logistics breakdowns rippled across supply chains.

And in just two and a half years, more than 40 U.S. textile plants have closed.

Let that sink in.

Forty facilities — many in rural communities where a textile mill is the economic backbone — shut their doors. Families were impacted. Communities were shaken.

NCTO’s Leadership In A Time Of Upheaval

Throughout this unprecedented time, the National Council of Textile Organizations (NCTO) initiated a strategic campaign to confront policy threats and elevate the industry’s strategic importance at the highest levels of government.

I’d like to focus some attention on the role NCTO plays in facilitating access to key policymakers. Access provides opportunities for our industry to impact policy. Without it, there is no way to impact policy.

Thanks to the hard work behind the scenes by NCTO President and CEO Kim Glas, staff and industry leaders, we had access to the most influential administration and White House officials, which helped shape and effect change in this evolving trade environment.

Last year, we had face-to-face meetings with Treasury Secretary Scott Bessent, U.S. Trade Representative, Ambassador Jamieson Greer and Commerce Secretary Howard Lutnick. We also had access to key members of the Department of War and Defense Logistics Agency, and those meetings elevated our industry as a strategic sector and impacted policy. We made national and international news on our de minimis advocacy that closed this disaster once and for all. We played on both the offense and defense. And our voices were heard at the highest levels of the administration and on Capitol Hill. We made a meaningful difference in 2025 and we are positioned well to achieve some of our top priorities in 2026.

Before highlighting NCTO’s key policy wins, I want to quickly share a recap of the key data points from 2025 that highlight our industry’s resilience and staying power.

Source: U.S. Department of Commerce data for Export Group 0: Textiles and Apparel.

By The Numbers

In 2025, the industry’s key metrics registered slight declines across the board but remained stable relative to major trade and economic disruptions throughout the year. This again underscores the industry’s ability to adapt during challenging times and remain viable even while registering some losses.

Here are a few key industry facts for 2025:

  • The estimated total value of U.S. man-made fiber, textile and apparel shipments was $60.9 billion compared with $63.9 billion in shipments in 2024.1
  • U.S. exports of fibers, textiles and apparel were $27 billion in 2025 compared with $28 billion in 2024.2
  • From 2017 to 2024, our industry invested $34.3 billion in advanced manufacturing here in the United States.3
  • The United States remains the second largest individual country exporter of textile-related products in the world.
  • The U.S. textile and apparel industry invested $5.5 billion in new plants and equipment in 2024, the last year for which this data is available.4

Despite weakening in some fundamentals, I remain cautiously optimistic that the industry will once again navigate the disruptions and remain resilient this year.

Several policy wins and significant progress in key priority areas will generate more business opportunities for the industry, and thus provide a basis and foundation for optimism in 2026.

Policy Issues

Through high-level meetings, executive fly-ins, direct engagement with Cabinet secretaries and policymakers on Capitol Hill, as well as sustained grassroots advocacy, we secured a series of major policy wins in 2025 and early 2026.

Let me highlight some of the most consequential wins.

Closing The De Minimis Loophole

No issue defined 2025 more than de minimis.

At its peak, the de minimis loophole allowed 1.4 billion duty-free ship-ments — more than 4 million packages per day — to enter the United States unchecked and duty free.

An estimated half of those shipments were textiles and apparel. Many were linked to forced labor, counterfeit goods and fentanyl trafficking. This loophole was the largest backdoor in U.S. trade policy and it was devastating to domestic manufacturers.

NCTO’s sustained advocacy led to a full closure of de minimis for commercial shipments globally through an executive order signed by President Trump, which took effect at the end of August. Our efforts also culminated in the passage of bipartisan legislation codifying the closure of de minimis, effective July 1, 2027.

These actions have led to a dramatic decline in small package shipments to the United States since the loophole has been closed. They also restored a level playing field, enhanced national security and sent a powerful signal that American manufacturing matters.

NCTO will continue engaging with the administration to ensure this loophole remains closed through every available authority.

Securing Western Hemisphere Tariff Exemptions

The administration’s sweeping tariffs in 2025 aimed to rectify unfair trade practices and chronic U.S. trade deficits, and bolster U.S. manufacturing and jobs. While we have long supported the goal of leveling the playing field, there have been unintended consequences associated with these global tariffs.

Source: U.S. Census Bureau, Manufacturers’ Shipments, Inventories, and Orders (M3) Survey, and Annual Survey of Manufacturers (ASM), value of shipments for NAICS 313, 314, 315 & 32522. 2021 data used to estimate 2025 NAICS 32522 figure.
The implementation of tariffs on nearly every country under the International Emergency Economic Powers Act (IEEPA) in 2025 created massive uncertainty at a moment when our industry was already under strain.

To address this, NCTO launched a focused campaign outlining refinements to the administration’s trade agenda to ensure it strengthens — not inadvertently weakens — U.S. textile producers.

As I noted, we raised concerns directly with Commerce Secretary Lutnick, Treasury Secretary Bessent and USTR Greer — and our engagement led to concrete and meaningful change, and results for the industry

NCTO’s focused engagement with the administration led to an early achievement: an exemption for qualifying textile and apparel imports from Mexico and Canada under the U.S.-Mexico-Canada Agreement (USMCA).

In November, NCTO notched another significant win in securing an exemption from reciprocal tariffs for qualifying textiles and apparel imports from Guatemala and El Salvador under the Dominican Republic-Central America Free Trade Agreement (CAFTA-DR).

The Supreme Court subsequently invalidated the IEEPA tariffs in a decision handed down in February this year; and the Trump administration imposed a sweeping 10 percent global tariff under Section 122 of the Trade Act of 1974.

NCTO’s advocacy and leadership this year in strong support for maintaining benefits for qualified trade can also be credited for the administration’s decision to exempt USMCA qualified trade and most recently CAFTA-DR qualifying textile and apparel imports from the 10 percent global tariff.

Preserving preferential treatment for qualified trade in the Western Hemisphere, which accounts for 70 percent of the U.S. textile industry’s exports, is absolutely critical to the U.S. textile industry and will provide incentives for more companies to onshore even greater production capacity, giving a boost to American textile manufacturers and their workers.

And we continue to engage at the highest levels to gain exemptions for inputs and machinery we don’t make here. I know NCTO is working on this tirelessly to help our industry get this done.

Source: U.S. Department of Commerce and U.S. International Trade Commission.

Protecting The Berry Amendment And Strengthening Defense Procurement

In 2025, we strengthened and expanded defense procurement of American-made uniforms and textiles under the Berry Amendment as we intensified efforts to protect and expand Berry to all federal agencies.

We also fought back efforts by some to erode the Berry Amendment which would have crippled our industry and threatened our national security.

NCTO and more than 30 industry leaders met with the Defense Logistics Agency and the White House Made in America Office in the fall to underscore our strategic importance, and plot together to develop a plan to strengthen contracting procedures and provide certainty to the industry moving ahead. NCTO is in weekly touch with the Department of War to implement a strategic effort to help enable the industry to grow into the future.

In another win earlier this year, NCTO’s dedicated campaign to expand the Berry Amendment to all federal agencies led to the Department of Interior announcing a commitment to prioritize purchasing uniforms and textiles made in the United States.

NCTO is pressing the administration to implement an executive order to extend the Berry Amendment to all agencies that purchase textiles.

In addition, the Fiscal Year 2026 National Defense Authorization Act included robust support for expanding federal investments in the textile industrial base and improving oversight, forecasting and capacity assessments.

Elevating Customs Enforcement Plan

We elevated a customs enforcement plan to combat rampant fraud as a cornerstone of the administration’s trade agenda.

NCTO continued to press all corners of the government to step up enforcement against China’s and other foreign competitors’ unfair trade practices causing damage to U.S. textile producers, from Uyghur Forced Labor Prevention Act (UFLPA) violations, to false origin claims, to abuse of “de minimis” tariff exemptions.

These efforts included meetings with the Department of Homeland Security and Customs and Border Protection (CBP) leadership.

We outlined the essentials of a customs textile enforcement plan for officials, including robust enforcement of free trade agreement rules of origin; stronger penalties for customs fraud; full enforcement of the UFLPA; and a textile-specific enforcement strategy.

NCTO will keep pushing for greater transparency and accountability in CBP’s enforcement activities, including regular publication of textile enforcement statistics and increased information sharing with the industry.

Unfortunately, we don’t have time to delve into all these important issues, but I do want to emphasize that NCTO remains highly engaged on every policy matter that affects the U.S. textile industry with the intent of shaping policies that directly benefit U.S. textile investment, production and employment.

Please also note that industry leadership and involvement is of paramount importance. From contributions to NCTO’s Textile PAC to arranging congressional visits, the industry makes a difference every day in raising awareness about our important contribution to local and state economies, and the U.S. economy overall.

Looking Ahead

We enter 2026 with many challenges ahead.

Source: Bureau of Economic Analysis, Investment in Private Fixed Assets, Textile Mills and Textile Product Mills/Apparel and Leather and Allied Products
The work never ends and the challenges are ever evolving.

In 2026, global competition remains fierce. Policy uncertainty remains real. Enforcement gaps remain persistent. But so does our resolve.

The positives are that the administration is focused on a strategy to support domestic manufacturing, and our industry, while showing some cracks, remains incredibly resilient.

The de minimis loophole has been closed, we gained exemptions for qualifying CAFTA-DR and USMCA trade, and we increased our presence in the minds of policy makers.

And we did it together.

These things give us hope that 2026 will see our industry moving forward and becoming healthier.

NCTO’s top advocacy priorities this year include:

  • Preserving duty-free treatment for USMCA and CAFTA-DR qualified textile and apparel goods;
  • Heighening advocacy aimed at the administration and Congress to secure tariff exemptions for textile manufacturing inputs and machinery not available in the United States;
  • Intensifying engagement to protect and expand the Berry Amendment through the National Defense Authorization Act and the House Berry Amendment Caucus;
  • Expanding government procurement of American-made textiles and uniforms across all federal agencies; and
  • Robust engagement with the administration on customs enforcement to combat rampant fraud.

NCTO and our industry will continue advancing policies that strengthen domestic manufacturing and ensure that the United States remains the global leader in high-performance textiles and advanced manufacturing.

Thank you. This concludes my formal remarks.


References:

  1. U.S. Census Bureau, Manufacturers’ Shipments, Inventories, and Orders (M3) Survey, and Annual Survey of Manufacturers (ASM), value of shipments for NAICS 313, 314, 315 & 32522. 2021 data used to estimate 2025 NAICS 32522 figure.
  2. U.S. Department of Commerce data for Export Group 0: Textiles and Apparel.
  3. Bureau of Economic Analysis, Investment in Private Fixed Assets, Textile Mills and Textile Product Mills/Apparel and Leather and Allied Products.
  4. Bureau of Economic Analysis, Investment in Private Fixed Assets, Textile Mills and Textile Product Mills/Apparel and Leather and Allied Products.


Editor’s Notes: Information contained in the speech was current as of NCTO’s annual meeting. Chuck Hall is president and CEO of Spartanburg, S.C.-based Barnet. He served as the 2025 NCTO chairman. At the 2026 annual NCTO meeting in Washington, Amy Bircher Bruyn, CEO and founder of Brooklyn, Ohio-based MMI Textiles, succeeded Hall as NCTO chair; and Jay Todd, CEO and managing partner of Laurinburg, N.C.-based Service Thread, was elected vice chairman.

The North American Industry Classification System (NAICS) is the standard used by Federal statistical agencies in classifying business establishments for the purpose of collecting, analyzing, and publishing statistical data related to the U.S. business economy. NAICS Subsector 313 covers Textile Mills, sub-sector 314 covers Textile Product Mills and subsector 315 covers Apparel.


2026 Quarterly Issue II

Building A Smarter Textile Enterprise With AI And Automation

AI, automation and robotics help textile manufacturers boost quality, cut waste and deliver customer value.

By Marcio Manique

The textile industry is one of the oldest in the world, dating back to the late 1700s. It has survived centuries of transformation with each new wave of technology and now stands at another inflection point. As AI, automation and robotics reshape production, legacy manufacturers that want to remain competitive must be willing to rethink how they operate.

As customer expectations for quality, performance and lead times continue to evolve, digitalization and AI can no longer be viewed as optional or experimental. Companies that treat data as a core business need — rather than a passing trend — will be the ones best positioned for long-term success.

One of the most common misconceptions about automation is that it exists solely to replace jobs. In reality, the goal of digitalization in the textile industry is to empower teams and deliver enhanced value to customers. By embedding data analytics into operations, manufacturers can accelerate operational feedback loops, make better decisions and deliver better products with significantly less scrap.

In the end, this new era in the textile industry is about unlocking real business value. By strategically integrating AI models, robotics and sensors, manufacturers can elevate product quality, increase asset reliability, enhance workplace safety and empower the next generation of industrial workers.

Elevating Quality And Precision In Production

Maintaining consistent textile product quality has historically been a subjective task. Key processes like fabric inspection, color matching and dye development have relied almost entirely on the human eye. However, relying on the human eye adds some variables, like differences in color perception or visual acuity, which can make an already complicated process even more so. While human judgment is still needed, relying only on manual visual inspection for high-volume production is tiring and can lead to mistakes that waste materials.

To solve this, leading manufacturers are turning to AI to enhance human oversight. During a typical shift, a team member may visually inspect three to five miles of fabric. Today, camera systems paired with AI software can support this work by monitoring fabric in real time. Trained to detect specific defects, AI-supported systems can flag issues automatically and consistently. Unlike the human eye, these systems apply the same level of detection every time, regardless of fatigue or differences in vision. Because the software builds a comprehensive catalogue of defects, it can also help determine the most efficient way to parse out flaws and piece the fabric back together.

Similar technologies can also enhance decision making in color matching and the dye development processes. By digitizing visual inspection and color analysis, facilities can ensure greater specificity and significantly reduce scrap material. Automating these tedious tasks allows manufacturers to move workers to more satisfying roles, which makes the experience better for everyone involved and results in a better product.

Shifting From Reactive To Prescriptive Maintenance

While AI transforms finished goods inspection, it is equally beneficial for maintaining the complex machinery that produces textiles. Asset reliability is critical, especially since unplanned equipment breakdowns can typically cost about three times as much as planned maintenance. Adding to this challenge is the ongoing labor shortage of specialized trades like electricians and maintenance technicians.

Prescriptive maintenance programs help address these risks. By equipping machinery with sensors that monitor critical operating data like temperature, pressure and vibration, data can be fed into AI models around the clock. Once a baseline for normal operation is established, the system can quickly detect unusual behavior and flag potential issues well before they escalate into failures.

Instead of reacting to costly breakdowns, plant managers can use AI insights to proactively plan repairs and schedule downtime around limited technical resources. This reduces unplanned disruptions and supports consistent output and overall efficiency.

Redefining Workplace Safety And Ergonomics

As experienced workers retire, the manufacturing sector is undergoing rapid change. By 2033, up to 3.8 million manufacturing jobs are expected to be needed, with as many as 1.9 million potentially going unfilled. As new hires who have never worked in manufacturing enter the industry and learn how to navigate complex, fast-moving environments, safety training and monitoring become increasingly important.

To support this transition, many facilities are using AI to enhance workplace safety. By layering AI software onto existing security camera systems, AI models can be trained to recognize established safety protocols. These tools can identify situations where personnel get too close to moving equipment or are missing required personal protective equipment (PPE), like high-visibility vests.

The goal is not surveillance, but insight. For example, if an AI system detects a spike in missing high-visibility vests in a specific warehouse zone, team leaders may discover that outside delivery drivers are overlooking protocols. Plant leadership can then address the root cause without placing blame on the factory floor.

Beyond AI-supported safety monitoring, introducing robotics into material-handling operations reduces ergonomic risks associated with tasks like moving heavy rolls, loading equipment and transporting materials, helping prevent injuries while improving efficiency.

Empowering The Workforce And Weaving The Path Forward

Discussions about robotics in manufacturing often come with underlying assumptions and “automation anxiety.” However, employees who work alongside these technologies quickly see the benefits, including reduced physical strain, improved safety, and more efficient workflows.

By automating repetitive tasks like manual fabric inspections and heavy lifting, textile manufacturers can better address persistent recruiting challenges and redeploy talent to dynamic roles. AI can also help preserve institutional knowledge. Digitizing decades of operational data can help teams quickly search and reference past insights, bridging the gap between retiring experts and the next generation of workers.

As data costs decrease and technologies continue to advance, textile manufacturers must adopt a practical test-and-learn approach to assessing new technologies. Evaluating tools on a small scale to prove their business value before broad rollouts allows teams to validate business impact and embrace adoption with confidence. Ultimately, investing in digitalization is about building more efficient operations that empower the next generation of industrial workers to do their best work and deliver increased value to customers.


Editor’s Note: Marcio Manique is executive vice president and managing director, apparel, at Milliken & Company.


2026 Quarterly Issue II

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