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Tractian’s $130M Series D Values the Company at $1.4B to Scale Physical AI for Asset-Heavy Industries

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Round led by Sapphire Ventures values Tractian at $1.4 billion, accelerates efforts to scale multimodal intelligence for asset-heavy industries worldwide

ATLANTA, Oct. 22, 2026 /PRNewswire/ — Tractian, the leading Physical AI platform for asset-heavy industries, today announced a $130M Series D round led by Sapphire Ventures and co-led with M&G’s Catalyst. The round values the company at $1.4 billion and accelerates its evolution from predicting failures to protecting the full health of every critical machine an operation runs on. New and existing investors such as N47, General Catalyst, Bosch Ventures, 53 Stations, Monashees, Endeavor Catalyst, Norte Ventures, and Y Combinator also participated.

Tractian’s asset health solution protects the infrastructure that keeps the world running by applying Physical AI to critical machines. Its multimodal intelligence platform leverages vibration, ultrasound and other sensor modalities to sample machine data across a vast array of variables at once, turning those signals into a single living picture of each machine’s condition. Tractian’s agentic platform, trained on one of the largest industrial failure datasets in existence, then turns that picture into a diagnosis, identifying root causes of any potential problems and providing a recommended plan of action for the operator.

Igor Marinelli, CEO and Founder of Tractian, said, “I grew up watching my father work as a maintenance technician at a paper mill, and I saw how backwards the tools were for the people keeping those machines alive. That sparked my passion to transform how mission-critical assets are maintained in every industry that relies on heavy machinery. This funding round will allow us to scale our platform even further, providing manufacturers, data center operators, defense companies, utilities and more with strategic insights to help optimize the health of their machines, close the alert-to-action gap and eliminate unplanned downtime and lost revenue.”

Tractian is trusted by some of the world’s largest enterprises to protect the critical assets and infrastructure powering their operations. From pharmaceutical giants like Eli Lilly to McKesson’s high-tech distribution centers, Whirlpool’s appliance manufacturing operations, Coca-Cola bottling facilities, Cummins’ industrial engine production, and Embraer’s cutting-edge manufacturing plants, as well as undisclosed customers operating mission-critical data centers and government infrastructure, Tractian is helping keep essential industries running. Today, more than 2,000 critical facilities worldwide rely on Tractian’s technology to keep their equipment running, with no surprises or unexpected outages.

“The AI boom is driving a massive build-out of physical infrastructure, and the companies building and running it can’t afford equipment failures. Tractian is meeting the moment, winning big industrial customers and building a Physical AI platform that gets sharper with every machine it monitors,” said Anders Ranum, Partner at Sapphire Ventures. “When we led Tractian’s Series C, we believed that combining hardware, data, and AI would give the company a real edge. Since then, our thesis has only strengthened. We’re thrilled to once again lead Tractian’s latest round and continue our partnership with Igor and his team.”

The Growing Stakes of Unplanned Downtime

Unplanned downtime costs the world’s 500 largest industrial companies roughly 11% of annual revenue, or about $1.4 trillion a year (Siemens, True Cost of Downtime, Jan 2026). Aging infrastructure compounds the problem, with industrial fixed assets now averaging 24 years in service.

At the same time, the people who know those machines best are leaving at an accelerated rate. Deloitte projects that over 2.1 million manufacturing jobs could go unfilled by 2030. The hard-earned veteran knowledge of how each machine functions or fails will depart with them.

For many asset-heavy companies and those that depend on them, any increase in unplanned downtime can be devastating, from pharmaceutical lines where a brief stoppage or temperature change can mean the loss of an entire production run to data center operators whose software customers may cancel contracts if KPIs are missed.

Built for Operations That Can’t Fail

Tractian was built to solve these challenges. The company’s solution puts individual knowledge regarding a machine’s performance where the next technician can reach it, transforming the expertise of an operator’s retiring workforce into something a plant, and its people, keep.

Tractian’s solutions are trusted where downtime isn’t an option, keeping compressors, chillers, palletizers, pumps, backup systems and more running across pharma, food and beverage, oil & gas, datacenters, government and defense, energy and water, and the manufacturing plants pulling production back onto American soil.

About Tractian
Tractian is the Physical AI that keeps the world’s infrastructure running, ensuring your everyday life stays uninterrupted by outages you never knew could happen. By combining physically deployed sensors with its proprietary AI trained on one of the largest industrial assets datasets in existence, Tractian gives reliability and operations teams the ability to protect assets at every layer, and act on evidence instead of instinct. Over 2,000 customers worldwide run on Tractian. The company is headquartered in Atlanta, with offices in Monterrey, São Paulo, and Poland, and employs more than 700 people. Learn more at tractian.com.

About Sapphire Ventures
Sapphire Ventures partners with Enterprise AI founders building Companies of Consequence. With 15+ years of experience and $10B+ in AUM, the firm invests with high conviction in a select number of post–product-market fit companies. Sapphire helps founders scale go-to-market, operations, and leadership—contributing to 30+ public listings and 50+ acquisitions. Investments include Glean, Cyera, Temporal, LangChain, Clay, Huntress, EliseAI, Grafana, WorkOS, and OneBrief.

About M&G’s Catalyst strategy
Catalyst is a global growth equity strategy investing in technology-led businesses with proven models and global scale potential, focusing on themes including climate, infrastructure healthcare and financial inclusion. Catalyst is backed by M&G’s £138 billion With Profits Fund, alongside other major investors including the British Business Bank, providing patient capital to support high- growth innovative companies and broader economic development.

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SOURCE Tractian Technologies Inc

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In HelloNation, Custom Fabrication Expert Mark Coyle Explains a Common Mistake in Custom Aluminum Design

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The article explains why smart geometry, not thicker walls, creates stronger, more efficient aluminum components.

ROCHESTER, N.Y., Oct. 24, 2026 /PRNewswire/ — What early design choice causes many custom aluminum projects to become heavier, costlier, or harder to manufacture? That question is addressed in a HelloNation article featuring insights from Custom Fabrication Expert Mark Coyle of American Custom Metals, Inc. in Rochester, New York, that outlines how misunderstanding aluminum behavior leads designers to rely on thick walls instead of stronger geometry.

The article begins by explaining that many people assume thicker walls automatically make aluminum parts stronger. It notes that aluminum does not respond to wall thickness the way steel does. Instead, its performance is shaped by how the metal flows through the extrusion die. The article states that custom aluminum design is more effective when profiles use ribs, chambers, and flanges to create stiffness without adding unnecessary weight. This guidance helps readers understand why adding material often increases cost without improving strength.

The article also highlights that thicker walls change how aluminum moves during extrusion. When heavy areas fill more slowly, the metal cools unevenly and can develop stress that only appears later. The HelloNation piece explains that well-balanced geometry keeps extrusion smooth and predictable. This consistency makes it easier to maintain dimensional accuracy across long production runs. By focusing on geometry, custom aluminum design avoids the problems that come with slow extrusion speeds and uneven cooling.

Another insight in the article centers on how ribs and internal supports influence stability. It describes how a thin wall supported by a properly placed rib often performs better than a thick wall with no reinforcement. This happens because the rib helps distribute load, improve stiffness, and guide the aluminum as it cools. The article explains that this structural approach makes custom aluminum design more efficient and gives designers more control over how the final part behaves under pressure.

The article also shows why early collaboration between designer and fabricator prevents costly changes. It states that a fabricator familiar with extrusion can catch potential issues before a die is built. Small adjustments to corners or transitions can remove weak points or improve metal flow. The article notes that this teamwork keeps the design aligned with real-world production. By working together early, both sides reduce the risk of redesigning the die after the first test run.

Machining is another area where the article explains how wall thickness affects performance. Features such as deep pockets or sharp internal angles may require slow feed rates or special tooling. When walls are thicker than needed, those areas can become difficult to machine cleanly. The article states that thoughtful custom aluminum design makes machining more predictable. Small changes, such as adding radiused edges or sizing features to match standard tools, help shorten cycle times and prevent tool wear.

Thermal behavior receives detailed attention as well. The article explains that aluminum retains heat differently depending on the mass of each section. Thicker walls hold heat longer, which increases the chance of distortion during extrusion, machining, or finishing. When a design uses geometry to create strength, the material cools more evenly. This reduces warping and helps long profiles stay aligned. The article notes that stable cooling is important for components that require a precise fit and consistent shape throughout an entire production run.

Cost is also a key topic in the article. It states that heavier profiles increase material use, extrusion time, and tooling needs. A custom aluminum design that relies on geometry instead of mass lowers material consumption and keeps the fabrication process efficient. The article explains that lighter parts are easier to handle, ship, and assemble. This saves money across multiple stages of production and supports long-term manufacturing efficiency.

The article also notes that smart custom aluminum design creates profiles that behave predictably during extrusion and machining. Smooth transitions, balanced wall dimensions, and structural features help reduce the chance of distortion or dimensional drift. These elements also lower scrap rates and support reliable performance. By using geometry instead of excess material, designers build parts that maintain strength without compromising manufacturability.

As the article concludes, it emphasizes that avoiding thick walls is one of the best ways to improve performance and lower cost. It states that the most dependable custom aluminum components come from designs that use structural features to strengthen the profile. When designers understand how aluminum behaves at each stage of extrusion and machining, they create parts that are strong, efficient, and consistent from batch to batch. This approach turns custom aluminum design into a predictable process rather than a series of uncertain adjustments.

A Common Mistake in Custom Aluminum Design features insights from Mark Coyle, Custom Fabrication Expert of Rochester, NY, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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SOURCE HelloNation

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World Young Scientist Summit 2026 Opens in Wenzhou, Zhejiang

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WENZHOU, China, Oct. 24, 2026 /PRNewswire/ — This is a report by China Daily:

On October 24, the World Young Scientist Summit 2026 opened in Wenzhou, Zhejiang. The event is hosted by the China Association for Science and Technology (CAST), the Zhejiang Provincial People’s Government, and the World Association of Young Scientists. Nearly 800 representatives, including scientists, educators, and entrepreneurs from more than 60 countries and regions, are attending the summit.

He Junke, Vice President of CAST in charge of daily work and First Secretary of its Secretariat; Lian Yimin, Chairman and Party Group Secretary of the Zhejiang Provincial Committee of the Chinese People’s Political Consultative Conference; Marcelo Knobel, Executive Director of The World Academy of Sciences; and Zhang Zhenfeng, Member of the Standing Committee of the CPC Zhejiang Provincial Committee and Secretary of the CPC Wenzhou Municipal Committee, attended the summit and delivered remarks. Yao Gaoyuan, Vice Governor of the Zhejiang Provincial People’s Government, presided over the first segment of the plenary session.

With the theme “Gathering Talents Worldwide to Create a Better Future,” the summit’s annual agenda is “Global Youth Action in the AI Era: Building a Sustainable Future.” It aims to draw on the insights of young people around the world, deepen international sci-tech cooperation, and jointly address questions about young people, science, the world and the future.

Efim Zelmanov, Fields Medalist and Foreign Member of the Chinese Academy of Sciences; Chen Yunji, Deputy Director of the Institute of Computing Technology, CAS, and Director of the National Key Laboratory of Processor Chips; Mary Garson, President of the International Union of Pure and Applied Chemistry; and Lu Chaoyang, Member of the Standing Committee of CAST, Executive Dean of the Shanghai Institute of Advanced Study, University of Science and Technology of China, and Chairman of the Council of the World Association of Young Scientists, delivered keynote speeches respectively on education reform in the AI era, AI and processor chips, young women scientists’ participation in science, and quantum computing. They explored new opportunities for scientific research, talent cultivation, and international cooperation in the AI era.

This year’s summit placed greater emphasis on the growth needs of young scientists, with young talents under the age of 45 accounting for 88 percent of participants. It aimed to build a cluster of international journals, bring together young scientific talent, facilitate a batch of international collaborative projects and advance the application and commercialization of scientific and technological achievements. The summit released the Report on the Distribution and Mobility of Young Scientists in the Field of Embodied Intelligence, launched the World Young Scientist Summit Partner Journal Program and the 2026 World Young Scientist Innovation and Entrepreneurship Growth Support Program. It also published the “Young Scientist Pioneers 2035” list and announced the 2026 Sustainable Development Young Scientist Award. The awards were presented to four Chinese and foreign scientists.

Chen Tianrun, Founder of Hangzhou Moxin Technology Co., Ltd.; Yuan Yang, Assistant to the Dean of the Institute for Interdisciplinary Information Sciences at Tsinghua University; and two of the 2026 Sustainable Development Young Scientist Award winners, César de la Fuente and Nicola Segata, among other Chinese and foreign young scientist representatives, spoke at the flash-talk session to share their research practices and reflections.

In addition, the conference focused on fields such as future manufacturing, quantum information, embodied intelligence, brain-computer intelligence, environmental science, deep-sea resources, and life and health, and held 12 parallel forums. It also included the “Gravitation π” Future Technology and Concept Products Exhibition and Exchange, local thematic side events, and sci-tech and humanities study visits, further building an interdisciplinary, cross-regional and cross-sector platform for youth sci-tech exchange and cooperation.

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SOURCE China Daily

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The Ultimate Send-off to Summer: CSTS Debuts Global Entertainment IP PremierX at New York’s Pier 17, Ushering in a New Era of Live Entertainment

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NEW YORK, Oct. 24, 2026 /PRNewswire/ — CSTS Enterprises (‘CSTS’), a New York-based sports, entertainment, integrated media and travel technology group, today announced the official launch of PremierXTM, its flagship live entertainment brand, with a landmark Halloween Weekend event “AFTER DARK” at The Rooftop at Pier 17 in New York on October 30, 2026.

Capping off Seaport’s 2026 Summer Season in unforgettable fashion, the grand finale brings a powerhouse lineup of stars to the PremierXTM stage at Pier 17, featuring Lil Xan, Armani White, DJ Soda, Nate Wyatt, and surprise A-list guest headliners. Set against the iconic Manhattan skyline, the landmark eventing unites chart-topping hip-hop and high-octane electronic music for a festival-grade experience as The Rooftop at Pier 17 transforms into the city’s premier live music destination.

Building on the momentum of the PremierXTM After Party for the 2026 World Cup Final that took place in New York on July 19th, “AFTER DARK” signals the official debut of PremierXTM, a proprietary, New York – born global entertainment IP created by CSTS to deliver defining cultural experiences at the intersection of music, sport, art and lifestyle. Centred on the power of cultural crossover, PremierXTM serves as an international bridge connecting East and West, modern innovation and timeless classical, while uniting world-class artists, creators, performers and audiences through the universal language of entertainment and premium live experiences.

The launch also marks the beginning of a promising relationship with Pier 17, providing a world-class stage for PremierXTM to accelerate its growth in the U.S. and engage international audiences over the long term. By combining PremierXTM’s global entertainment vision with Pier 17’s iconic waterfront setting, the partnership aims to create a premier destination for live experiences, empowering both platforms to expand their global reach, deepen audience engagement, and drive sustainable growth.

As a key pillar of CSTS’ integrated ecosystem spanning entertainment, sports, travel, integrated media and marketing solutions, PremierXTM further strengthens the Group’s ability to create high-impact experiences that connect audiences, destinations and brand partners. With the global live entertainment market projected to grow from approximately US$203 billion in 2025 to US$270 billion by 2030[1], PremierXTM is well-positioned to capitalize on the growing demand for premium, experience-led entertainment while creating long-term value to the Group through recurring audience engagement, tourism and brand partnerships.

“PremierX TM represents a significant milestone in CSTS’ evolution from a leading operator of global sports and hospitality platforms into a creator of world-class entertainment experiences,” said Abel Zhao, Group CEO and Executive Director at CSTS Enterprises. “The season finale at Pier17 marks the beginning of an exciting new chapter for CSTS as we expand our entertainment footprint and introduce a platform designed to deliver iconic live experiences and bring together artists and audiences from across the globe.”

“PremierXTM was built from the ground up as a bespoke platform to champion multicultural talent and visionary creative performers.” said Jason Liu, Regional Director of CSTS USA. “Starting from New York, we are building a scalable global brand that brings iconic live experiences to audiences worldwide while expanding our presence across key entertainment hubs in North America, Asia and Europe.”

Following its New York launch, PremierXTM plans to expand through a broader international rollout across North America, Asia and Europe, with future editions planned as part of a growing network of recurring live entertainment properties and flagship cultural events.

For ticket information on PremierXTM: “AFTER DARK”, visit
https://www.axs.com/events/1644912/after-dark-tickets

About CSTS Enterprises

CSTS Enterprises is an integrated media, entertainment, sports, and travel technology group. Headquartered in New York City, the company develops and partners with intellectual properties and brands to deliver compelling experiences that connect with audiences across the world. In addition to its own initiatives, including Generation CTM and PremierXTM, it collaborates with international IPs including FIFA World Cup, UEFA European Championship, and Formula 1.

CSTS integrates experiential marketing, travel, data, and technology to deliver seamless end-to-end audience experiences. The company engages consumers across physical events and digital channels, executing at scale worldwide, turning complex activations into co-ordinated, measurable outcomes.

[1] Source: Industry research by Markets and Markets, Live Entertainment Market Size, Share, Latest Trends & Growth Analysis, 2025-2030, Live Entertainment Market Size, Share, Latest Trends & Growth Analysis, 2025-2030.

 

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SOURCE CSTS Enterprises

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