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GrayMatter Raises $45M Series B to Accelerate its Unique AI-Powered Robotics Solutions for Manufacturing’s Hardest Problems and Unique Challenges

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In a $2.5+ trillion industry, GrayMatter continues to set new standards with a 2~4x improvement in production line productivity, 30% or more reduction in consumable waste, and a system availability of over 95%.GrayMatter has a growing customer base across industries including aerospace & defense, specialty vehicles, maritime, metal fabrication, and consumer products such as sports equipment. Led by Wellington Management, with participation from NGP Capital, Euclidean Capital, B Capital, and other existing investors, the new Series B funding brings the total amount raised to date to $70.4M.

LOS ANGELES, June 20, 2024 /PRNewswire/ — GrayMatter Robotics, an AI-powered robotics leader empowering humans with intelligent automation, today announced $45 million in Series B funding. Wellington Management led the round, which also included NGP Capital, Euclidean Capital, Advance Venture Partners, SQN Venture Partners, and other existing investors 3M Ventures, B Capital, Bow Capital, Calibrate Ventures, OCA Ventures, and Swift Ventures.

The $2.5 trillion U.S. manufacturing industry is grappling with a growing backlog of unfilled orders due to a severe labor shortage. Many of these roles are hazardous and demand extensive training, leading to a critical gap of 3.8 million unfilled jobs. With nearly half of these manufacturers’ orders on hold waiting to be fulfilled, GrayMatter’s solutions are crucial in addressing these challenges.

GrayMatter’s smart robotic cells are future-proofing high-mix, high-variability manufacturers’ businesses by increasing productivity, enhancing quality consistency, and reducing costs. They autonomously handle complex tasks such as sanding, polishing, grinding, coating, and finishing—traditionally labor-intensive and ergonomically challenging jobs—allowing businesses to meet global demand while significantly improving the quality of life for shop-floor workers.

“We founded GrayMatter to enhance productivity while prioritizing workforce well-being,” said Ariyan Kabir, co-founder and CEO. “With our physics-based AI-powered systems, we are fulfilling our mission while unlocking new levels of efficiency and productivity. With our investors’ support, we are making a real difference for shop workers and addressing the critical labor shortages in manufacturing today.”

With the new capital, GrayMatter, founded in 2020 by SK Gupta, Ariyan Kabir, and Brual Shah, is actively hiring for a wide range of roles to meet customer demands, expanding its Los Angeles headquarters, and accelerating the development and deployment of its next-generation AI-powered robotic solutions.

“GrayMatter is driving a pivotal transformation in manufacturing with their advanced AI solutions,” said Sean Petersen, sector lead for private climate investing, Wellington Management. “Their ability to enhance productivity, energy efficiency and safety while managing costs, positions them uniquely in the market. We are excited to support their journey towards scaling these innovative technologies across various industries.”

GrayMatter’s technological advancements continue to set new industry standards. Its proprietary GMR-AI™ technology enables robots to self-program and adapt to high-mix manufacturing environments, providing consistent quality and reducing cycle times. Over the past two years, GrayMatter Robotics has deployed robots across North America in aerospace, defense, specialty vehicles, marine, recreation, and general manufacturing industries, processed over 7.5 million square feet of product surface area, and holds ten patents.

“The combination of AI-driven technology and depth of domain expertise in the GrayMatter solution blew us away”, said Debjit Mukerji, Partner at NGP Capital. “It is incredibly challenging to develop high-performance and ultra-reliable robots for such difficult manufacturing conditions. We are thrilled to help the company execute on its impressive commercial trajectory.”

“We are excited to partner with GrayMatter Robotics, as their AI-driven robotic solutions have enabled us to more efficiently address major demand growth in our operations stemming from increased football participation and market share gains, ensuring consistent quality and throughput despite workforce staffing challenges,” said Drew Dixon, Director Of Distribution and Strategy at Riddell. “Collaborating with GrayMatter Robotics underscores Riddell’s ongoing commitment to innovation and excellence in both its manufacturing operations as well as the protective equipment it delivers to the field.”

GrayMatter Robotics’ solutions work 2-4x faster than manual operation, and training that usually takes six months for humans now only takes less than a day. The robot helps businesses address sustainability goals, resulting in a 30% or more reduction in consumable waste and reduced energy consumption than traditional methods. Manufacturers have nearly uninterrupted operations with a system availability of 95~98%, and most of the contingencies can be resolved in under five minutes. Representative products includes Scan&Sand™, Scan&Polish™, Scan&Buff™, and Scan&Grind™.

“GrayMatter helps us replace some of our more taxing manual labor. We are proud to partner with GrayMatter in an effort to provide longevity in the workforce. We’re constantly working toward a healthier work-life balance, with a focus on working to live rather than living to work,” said Melanie Protti-Lawrence, President of Lawrence Brothers Inc. “Their robots are not just tools but enablers of growth. They allow our workers to engage in more meaningful and less physically taxing tasks, contributing to a healthier and more productive work environment.”

“Going to market with GrayMatter Robotics aligns with our mission to foster innovative solutions that drive efficiency and sustainability in manufacturing,” said Adi Leviatan, President, 3M Abrasives Division. “This technology addresses critical industry challenges and delivers significant value to our customers.”

GrayMatter Robotics’ solutions are used by a diverse range of industries, including aerospace & defense, specialty vehicles, maritime, metal fabrication, and consumer products. By providing turnkey solutions in a Robot-as-a-Service (RaaS) format, GrayMatter Robotics helps manufacturers improve productivity, enhance production capacity, and reduce costs associated with scrap, repair, and rework.

About GrayMatter Robotics
GrayMatter Robotics is an AI and advanced robotics company delivering autonomous robotic solutions for tedious and ergonomically challenging tasks. It bundles its proprietary AI technologies with off-the-shelf robots, sensors, and tools and provides application-specific turnkey solutions to customers in a Robot-as-a-Service (RaaS) format. GrayMatter Robotics is helping manufacturers improve the quality of life of shop floor workers, enhance production capacity, and reduce scrap, repair, and rework costs.

About Wellington Management
Wellington Management is one of the world’s largest independent investment management firms, serving as a trusted adviser to over 2,500 clients in more than 60 countries. The firm manages more than US$1.2 trillion for clients, including pensions, endowments and foundations, insurers, and global wealth managers. Wellington offers investment solutions that span global equity, fixed income, currency, commodity, alternatives, and private markets. Wellington’s Private Investing platform has raised more than US$8.5 billion in global assets and invests in venture capital and private credit across multiple sectors (consumer, technology, health care, financial services, biotechnology, energy, industrials, climate technology, and real estate) and geographies (Asia, Europe, and the Americas). The Private Investing Team leverages Wellington’s 1,000+ investment professionals around the world, combining deep private market experience with public market expertise, extensive networks, and robust research to benefit both investors and entrepreneurs. For more on Wellington’s Private Investing platform, please visit wellington.com/privateinvesting.

Media Contact: 
Natalie Bartels
VSC for GrayMatter Robotics
graymatter@vsc.co

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SOURCE GrayMatter Robotics Inc.

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Link Engineering Company (LINK) Receives VCA Authorization for Euro 7 Brake Emissions Type-Approval Testing

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LIMBURG, Germany, July 22, 2026 /PRNewswire/ — Link Engineering Company (LINK) announced that its laboratory in Limburg, Germany, has been authorized by the United Kingdom’s Vehicle Certification Agency (VCA) to conduct witnessed brake emissions testing for vehicle type-approval programs.

This authorization enables LINK to support manufacturers pursuing Euro 7 compliance while expanding its brake emissions testing capabilities. Building on its ISO/IEC 17025 accreditation, LINK was among the first organizations to receive accreditation from DAkkS (Deutsche Akkreditierungsstelle) for brake emissions testing.

As Euro 7 regulations introduce brake particle emissions limits for the first time, vehicle and brake manufacturers require specialized facilities, technical expertise, and accredited testing capabilities to achieve certification. Only a limited number of organizations worldwide possess the equipment, expertise, and recognized accreditations needed to support these programs.

The addition of witnessed type-approval testing capabilities positions LINK as a comprehensive partner for the global automotive and brake industries, offering customers an end-to-end solution from development testing through regulatory certification.

“Achieving VCA approval is a major milestone that underscores LINK’s leadership in brake emissions testing,” said Marco Zessinger, Managing Director, Link Engineering Company GmbH. “Manufacturers are facing new regulatory demands under Euro 7, and they need testing partners with both technical expertise and recognized accreditation. Our Limburg laboratory can now support witnessed type-approval testing, providing customers with a streamlined path to certification while further strengthening LINK’s position as a trusted industry partner.”

About LINK
Link Group, Inc. (LINK), parent to Link Engineering Company, Link Industries, and Tescor, consists of businesses that offer customized solutions, with a focus on delivering high value to each of their customers. Offerings consist of the design and manufacture of customized, high-precision test, research, simulation, quality control, and thermal solution equipment; comprehensive test services; and in the case of Link Industries, customized, high-precision cutting tools. LINK’s corporate headquarters are in Plymouth, Michigan (US), with manufacturing and design facilities, laboratory and vehicle test operations, and support teams around the world.

Established in 1935, LINK prides itself on being family-owned, currently led by the second and third generations of the Link family. As many of our team members have been with LINK for a generation or more, the LINK team is equipped with a wealth of knowledge, providing decades of hands-on experience, creativity, and care, supporting our global customer base with highly-technical solutions.

View original content to download multimedia:https://www.prnewswire.co.uk/news-releases/link-engineering-company-link-receives-vca-authorization-for-euro-7-brake-emissions-type-approval-testing-302832635.html

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BrighterBalance Named a Gold Friend of CASE in Support of Special Education Leaders Nationwide

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BrighterBalance, a real-time behavioral data documentation platform for K-12 special education and MTSS, has been named a Gold Friend of CASE, the Council of Administrators of Special Education. The designation for companies that support CASE’s work advancing leadership and professional development for special education administrators nationwide.

DULUTH, Ga., July 22, 2026 /PRNewswire-PRWeb/ — BrighterBalance, a real-time behavioral data documentation platform built for K-12 special education and MTSS environments, today announced it has joined the Council of Administrators of Special Education (CASE) as a Gold Friend of CASE. The designation recognizes companies that support CASE’s mission of advancing leadership, advocacy, and professional development for special education administrators nationwide.

“It was like having a second memory, and it made her feel less burned out and more confident in her work with students.” Tania Amerson, Bartow County Schools, Executive Director Special Education

BrighterBalance was built to address a gap that special education leaders know well: the 20 minutes before escalation, the behavior a teacher witnessed and tried to redirect, the patterns that live in notebooks and memory rather than in structured, defensible records. The platform enables educators to log behavioral data in under 10 seconds, captures real-time patterns across the school day, and generates progress monitoring reports ready for IEP and BIP review, without adding burden to already stretched teachers and support staff.

“We are pleased to welcome BrighterBalance as a Gold Friend of CASE. The documentation burden on special education teachers is real, and it is contributing to burnout at a time when we can least afford to lose them. Tools that make real-time behavior capture frictionless and that produce records teachers and administrators can rely on are exactly the kind of innovation our members need. We look forward to seeing BrighterBalance’s impact in CASE member districts.”

Brigid Bright, Associate Executive Director, CASE

Early results from districts reflect the impact at the classroom level. Tania Amerson, executive director of exceptional education, Bartow County Schools, shared what she heard after one semester: “What we heard using BrighterBalance surprised me. It wasn’t just about documentation. It was about feeling supported in the moment. One teacher told me it was like having a second memory, and that it made her feel less burned out and more confident in her work with students. That kind of impact on teacher wellbeing and retention is what we are always looking for.”

“Special education leaders are navigating increasing documentation requirements, growing legal pressure, and a student population with more complex needs than ever before,” said Melissa Cook, Co-Founder of BrighterBalance. “Being a Gold Friend of CASE means we are committed to building tools that serve their teachers and their students.”

The platform’s approach mirrors lessons from academic MTSS, where continuous real-time data has replaced periodic snapshots as the standard for intervention decision-making. BrighterBalance brings that same philosophy to behavioral documentation, giving teachers a mobile-first capture tool that works with the methods they already use and feeds directly into their district’s MTSS infrastructure.

BrighterBalance is currently available to individual teachers and school districts, with enterprise pricing designed to support district-wide adoption. The platform integrates with MTSS platforms including Panorama Education and Branching Minds, and exports structured data compatible with major student information systems.

About BrighterBalance

BrighterBalance is a K-12 behavioral data documentation platform purpose-built for special education and MTSS contexts. Faster than paper and smarter than memory, BrighterBalance gives educators a real-time capture layer that produces defensible, structured records at the classroom level before behavior escalates to the office. BrighterBalance is available at brighterbalance.app.

About CASE

The Council of Administrators of Special Education (CASE) is an international nonprofit professional organization providing leadership, advocacy, and professional development to more than 6,200 administrators responsible for the implementation of IDEA and Section 504. CASE is a division of the Council for Exceptional Children (CEC).

Media Contact

Melissa Cook, BrighterBalance, 1 6784479600, melissa.cook@brighterbalance.app, https://brighterbalance.app/

View original content to download multimedia:https://www.prweb.com/releases/brighterbalance-named-a-gold-friend-of-case-in-support-of-special-education-leaders-nationwide-302831692.html

SOURCE BrighterBalance

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K-Bro Announces Release Date, Conference Call and Webcast for Q2 2026 Financial Results

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(TSX: KBL)

EDMONTON, AB, July 22, 2026 /CNW/ — K-Bro Linen Inc. (the “Corporation”) will release its financial results for the quarter ended June 30, 2026 on Tuesday, August 4, 2026 after market close. The Corporation will hold a conference call and webcast to discuss the results on Wednesday, August 5, 2026 at 9:00 a.m. Eastern Time (7:00 a.m. Mountain Time).

The conference call will include prepared remarks from Linda McCurdy, President and CEO, and Kristie Plaquin, Chief Financial Officer.  After the prepared remarks, the Corporation will accept questions from analysts and institutional investors.

Date:  Wednesday, August 5, 2026
Time:  9:00 a.m. ET (7:00 a.m. MT)
Call:    1-888-510-2154 (Canada and USA)
            437-900-0527 (International)

To join the conference call without operator assistance, you may register and enter your phone number at  https://emportal.ink/4wAkiCY to receive an instant automated call back. 

Participants are asked to call at least 10 minutes prior to the start of the call.  For those unable to participate on the live call, a replay will be made available until August 12, 2026 by dialing 1.888.660.6345 (Canada and USA), passcode 36338.  The public is invited to listen to the live conference call or the replay.

This conference call will be webcast live over the internet and can be accessed by all interested parties at the following https://app.webinar.net/WpVkGB4wN7E 

To listen to the live webcast, visit the Corporation’s website at least 10 minutes early to register, download and install any necessary audio software. For those unable to listen during the live webcast, an audio replay will be available shortly after the conclusion of the conference call for a period of 90 days.

CORPORATE PROFILE

K-Bro is the largest owner and operator of laundry and linen processing facilities in Canada. K-Bro provides a comprehensive range of general linen and operating room linen processing, management and distribution services to healthcare institutions, hotels and other commercial accounts.  K-Bro currently operates eleven processing facilities in eight Canadian cities: Québec City, Montréal, Toronto, Regina, Edmonton, Calgary, Vancouver and Victoria.

Fishers was established in 1900 and is an operator of laundry and linen processing facilities in Scotland, providing linen rental, workwear hire and cleanroom garment services to the hospitality, healthcare, manufacturing and pharmaceutical sectors. Fishers’ client base includes major hotel chains and prestigious venues across Scotland and the North East of England. The company operates five sites in Scotland and the North East of England with facilities in Cupar, Perth, Newcastle, Livingston and Coatbridge.

Shortridge has operated as a family run business since the 1990s and is based in Cumbria, with plants in Lillyhall, Dumfries and a distribution depot in Darlington. It specializes in providing high quality laundry services to local independent hospitality businesses, including hotels, B&Bs, self-catering units and restaurants.

Stellar Mayan (previously known as Star Mayan) is a holding company that owns 100% interests in three operating businesses: Synergy, Grosvenor Contracts and AeroServe. Stellar Mayan is a leading commercial laundry business in England, serving the healthcare and hospitality markets. Typical services offered include processing, management and distribution of healthcare and hospitality linens, including sheets, blankets, towels, surgical gowns and other linen. Star Mayan has seven operating facilities strategically located across England: Bermondsey, Derby, Dunstable, Sheffield, Slough (2), and St. Helens, in addition to a distribution depot in Manchester.

Additional information regarding the Corporation including required securities filings are available on our website at www.k-brolinen.com and on the Canadian Securities Administrators’ website at www.sedar.com; the System for Electronic Document Analysis and Retrieval (“SEDAR”).

K‑Bro est le plus important propriétaire et exploitant de buanderies au Canada. K‑Bro fournit une gamme étendue de services de buanderie aux établissements de soins de santé, hôtels et autres clients commerciaux. K‑Bro exploite actuellement dix usines dans huit villes canadiennes: Québec, Montréal, Toronto, Regina, Edmonton, Calgary, Vancouver et Victoria.

Vous pouvez obtenir des renseignements supplémentaires sur la Société, y compris les documents déposés auprès des autorités de réglementation, sur notre site Web, au www.k-brolinen.com et sur le site Web des autorités canadiennes en valeurs mobilières au www.sedar.com, le site Web du Système électronique de données, d’analyse et de recherche (« SEDAR »).

SOURCE K-Bro Linen Inc.

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