Latest news and articles about industrial
While headlines chase humanoid robots and AI chatbots, a quieter revolution is happening on factory floors and construction sites. From MIT's carbon-cutting voxel assembly to ABB's turnkey surface finishing cells, the future of making things isn't about replacing humans—it's about redesigning how we build from the ground up.
While enterprise software races to deploy AI agents for finance teams and office workflows, a quieter revolution is happening on construction sites and factory floors. Physical AI isn't just automating tasks—it's fundamentally redesigning how we build things.
Agentic mechanism enables Amazon and vendors to optimize supply chain management without disclosing private information.
Hiroshi Fujiwara and Robert Little have been named recipients of the 2026 Joseph F. Engelberger Robotics Awards for their contributions to robotics leadership and technology. Fujiwara, executive director of the Japan Robot Association, is recognized for strategic policy work and international collaboration, while Little, co-founder of ATI Industrial Automation, is honored for advancing robotic end-effector technology and practical automation adoption in manufacturing.
NORD Drivesystems released new decentralized motor starters and variable-frequency drives (NORDAC LINK and NORDAC FLEX) designed for industrial automation with plug-and-play integration and AS-Interface fieldbus connectivity. The products reduce installation time, cabling complexity, and maintenance costs while supporting flexible system upgrades and retrofits across a range of power ratings.
MIT researchers have developed a voxel-based robotic assembly system for construction that could reduce embodied carbon by up to 82% compared to traditional methods like 3D concrete printing and steel framing. The team created three new voxel designs and robotic assemblers called MILAbots that can efficiently place modular building blocks with snap-fit connections, with results published in Automation in Construction.
As robots become networked devices running on commodity operating systems, they inherit all the cybersecurity vulnerabilities of traditional computing—with vastly higher physical stakes. The recent Linux kernel exploit reveals how unprepared we are for this convergence.
ABB Robotics has launched the OmniVance Collaborative Surface Finishing Cell, a fully automated sanding and polishing system designed to address labor shortages and make industrial-grade robotics accessible to smaller manufacturers. The turnkey solution uses ABB's GoFa cobot with intuitive programming that requires no custom coding, positioning it as a bridge between expensive custom automation and basic entry-level tools.
Ouster's latest sensor breakthrough combines 3D spatial mapping with native color vision in a single unit—a technical achievement that could finally bridge the perception gap holding back autonomous systems in messy, unpredictable environments.
Ouster announced Rev8, a new family of lidar sensors featuring patented native-color lidar technology that combines 3D structural data with color vision in a single sensor. The sensors are powered by Ouster's L4 Silicon architecture and offer double the range and resolution of previous generations, positioning them for autonomous systems and industrial applications requiring advanced 3D perception.
The article discusses physical AI—the integration of neural networks with mechanical systems—as a transformative force in manufacturing and logistics rather than just digital AI. It highlights real-world applications including autonomous mobile robots (AMRs), collaborative robotics with force-sensitive control, and AI-integrated vision systems for quality assurance, while distinguishing between humanoid hype and practical industrial adoption of physical AI technologies.
While headlines obsess over humanoid robots in factories, a quieter revolution is happening in logistics hubs. From Tokyo's baggage handlers to California's autonomous trucks, the unglamorous work of moving stuff from point A to point B is where robotics is actually proving its commercial viability.
This article discusses how edge computing and on-device AI inference can reduce latency in collaborative robot systems to enable real-time safety monitoring and human-robot collaboration. The piece explains why cloud-based vision systems create unacceptable delays for speed-and-separation monitoring (ISO/TS 15066) and proposes direct edge-to-controller architectures that bypass legacy PLCs to achieve sub-30ms latency required for safe, efficient cobot operation.
This article presents a phase stability regulator for autonomous mobile robots (AMRs) designed to manage computational instability in dynamic environments. The regulator uses two dynamic parameters—external task gradient (ΔN) and internal behavioral divergence (ΔD)—to prevent combinatorial overload and maintain real-time behavioral stability without sacrificing planning capability.
Orpheus Ocean, a spinoff from Woods Hole Oceanographic Institution, is deploying low-cost autonomous underwater vehicles (AUVs) designed for deep-sea exploration and sediment sampling at depths up to 11,000 meters. The submersibles, built for a couple hundred thousand dollars compared to $5-10 million for existing alternatives, are conducting their largest operational test by mapping the Pacific seafloor for critical mineral deposits while collecting sediment cores and high-resolution imagery.
FAULHABER released its DualGear drive system, a compact dual-motor solution designed for autonomous logistics and conveyor belt applications in space-constrained intralogistics environments. The system combines a brushless BX4 motor with dual GPT planetary gearheads to enable two synchronized movements from a single drive unit, reducing integration effort and system costs while maintaining high performance and control accuracy.
The Robot Report Podcast episode discusses how robotics and AI startups can navigate enterprise adoption, featuring insights from Silicon Foundry's CEO Neal Hansch. The episode also covers news including the 2026 Engelberger Robotics Awards honoring industry leaders, Flex and Teradyne's expanded partnership to deploy collaborative robots and AMRs for physical AI scale, and Figure AI's significant production milestone of achieving 24x throughput increase to one humanoid robot per hour at its BotQ facility.
Teradyne Robotics reported $91 million in Q1 2026 revenue, marking its fourth consecutive quarter of growth, with strength in e-commerce, electronics manufacturing, and semiconductor end markets including AI data centers. The company's robotics division, which includes Universal Robots cobots and Mobile Industrial Robots, saw AI revenue reach approximately 15% of quarterly sales, and the company is leveraging robotic-assisted assembly and data center operations as part of its wafer-to-AI strategy.
This article is a roundup of the top 10 robotics stories from April 2026, covering major developments including Tesla's plans to manufacture 10 million Optimus humanoid robots, Pudu Robotics' $150M funding round, Locus Robotics' autonomous fulfillment system, ABB's new collaborative robot family, and Generalist AI's GEN-1 general-purpose model achieving 99% task success rates. The month saw significant technical milestones, large funding rounds, and industry consolidation across humanoid robotics, industrial automation, and AI-powered systems.
The article examines how deformable materials like fabric represent a critical manufacturing challenge for physical AI systems, arguing that successful automation requires redesigning garment assembly processes rather than simply replicating traditional sewing workflows. It discusses how robots struggle with fabric's unpredictable behavior (stretching, wrinkling, deformation) and emphasizes that solving this problem requires integrated design of robotics, perception systems, and control methods working together in production environments.
While headlines trumpet humanoid deployments and AI breakthroughs, the unglamorous world of tactile sensing might be what actually unlocks industrial automation at scale. Companies are quietly solving the touch problem that's kept robots clumsy for decades.
Launchpad Build AI announced the launch of its Manufacturing Language Model (MLM), a specialized AI system designed to accelerate industrial automation design by up to 50% and lower barriers to robot adoption for manufacturers of all sizes. The company, which rebranded from Launchpad and raised $11 million in Series A funding, has established U.S. headquarters in California and appointed new senior technical leadership to support its growth in assembly automation.
While tech headlines chase chatbot drama and consumer gadgets, a quieter revolution is unfolding on factory floors. From Schaeffler's thousand-robot commitment to GFT's inspection-to-action systems, manufacturing is becoming the proving ground where AI actually has to work.
XELA Robotics announced two enhancements to its uSkin tactile sensor family: magnetic interference compensation for handling ferromagnetic materials in industrial settings, and CAN FD protocol support enabling higher-speed communication and more sensors per gripper. The company will showcase these advancements at the Robotics Summit & Expo in Boston in May 2026, with deliveries expected to begin in Q3 2025 and May 2026 respectively.
Japan Airlines is deploying humanoid robots at Tokyo's Haneda Airport to assist with baggage handling and cargo movement, beginning with a trial in May. The 4-foot-3-inch tall androids will initially operate in simulated environments before working alongside human handlers, with potential future applications including aircraft cabin cleaning.
Schaeffler AG announced a major expansion of its partnership with Hexagon Robotics, committing to deploy at least 1,000 AEON humanoid robots across its global production facilities by 2032, following a successful pilot program. The company will also supply high-precision actuators for AEON and has signed a separate partnership with VinDynamics to develop humanoid robots using Schaeffler's actuator technology and motion components.
GFT Technologies launched AI-powered robotic arms that combine visual inspection with physical action, enabling robots to not only detect defective parts but also remove them from production lines. The system integrates multiple data sources and AI models to move manufacturers beyond anomaly detection to automated remediation, addressing a critical gap between insight and action in automotive manufacturing.
Flex and Teradyne Robotics have expanded their partnership to accelerate physical AI and intelligent robotics deployment in manufacturing, with Flex serving as both a manufacturer of Teradyne's robotic components and a test deployment site. The collaboration will integrate collaborative robots from Universal Robots and autonomous mobile robots from Mobile Industrial Robots across Flex's global production facilities to drive operational efficiency and validate automation technologies at scale.
After years of flashy demos and PR stunts, food service automation is finally getting serious. Two recent acquisitions signal a shift from novelty to necessity—and it's happening in the back of house, where nobody's watching.
Appetronix acquired Cibotica, a developer of automated ingredient dispensing and portioning technology, to expand its robotic restaurant operations beyond autonomous pizza kitchens. The acquisition brings Cibotica's Remy automated bowl and salad assembly system to Appetronix's restaurants, enabling the company to offer kitchen automation across multiple cuisines and formats while addressing labor shortages and rising costs in the restaurant industry.
NVIDIA Omniverse and OpenUSD are enabling manufacturers to shift from real-world testing to high-fidelity simulation for training AI and robotic systems, with companies like ABB Robotics achieving 99% sim-to-real accuracy and reducing commissioning times by up to 80%. The article discusses SimReady as a content standard for physically accurate 3D assets, and showcases practical applications including aerodynamic simulation compression and real-time factory intelligence systems.
SquareMind raised $18 million to commercialize Swan, a robotic platform that uses AI and robotics to automate full-body dermoscopic skin imaging for melanoma detection and tracking. The funding, led by Sonder Capital, will support the company's preparation for U.S. and European market launch, addressing dermatology's capacity constraints and improving clinical documentation efficiency.
The 2026 Robotics Summit & Expo (May 27-28 in Boston) will feature an extensive track dedicated to Physical AI, covering topics including scalable robot systems, data integration, embodied AI, large behavior models, and industrial applications. The event will include keynotes and panel discussions from leading researchers and industry figures such as Russ Tedrake, executives from companies like Brain Corp, Agtonomy, and Universal Robots, and demonstrations of AI-powered robotics integration across retail, logistics, and manufacturing sectors.
Sereact announced a $110 million Series B funding round to scale its Cortex 2.0 robotic brain and expand into the U.S. market with a new Boston office. The company's AI system, trained on real warehouse operations across 200 deployed systems and one billion picks, now includes Cortex 2.0 which uses predictive planning via vision-language-action models and world models to anticipate outcomes before executing robotic tasks in manufacturing and logistics.
Accenture, Vodafone, and SAP just launched a pilot program putting humanoid robots in a real warehouse. Combined with Pudu Robotics' $150M raise and Ghost Robotics shipping over 1,000 units, we're watching enterprise money flood into physical AI — and that changes everything.
Ghost Robotics, which has shipped over 1,000 legged robots since 2015, will present at the Robotics Summit & Expo in May 2026, with CEO Gavin Kenneally discussing 10 years of deploying quadruped robots in defense, security, and industrial applications. The company recently released a manipulator arm for its Vision 60 robots to expand their manipulation capabilities, and its systems are widely used throughout the Department of Defense.
Researchers at the University of Chicago developed penPal, a robotic drawing assistant that uses tendons and servos to execute programmed pen movements while artists control larger canvas movements. A study with ten participants demonstrated that artists discovered novel interaction methods with the tool, with some describing the experience as collaborative drawing with another person.
After years of hype and demonstrations, humanoid robots are moving from research labs into actual warehouse work. Three major pilots launching this month suggest the industry has quietly crossed a critical threshold.
ABB Robotics launched its new PoWa cobot family, featuring six payload categories ranging from 7-30 kg and speeds up to 5.8 m/s, designed to bridge the gap between traditional cobots and industrial robots for applications like machine tending, palletizing, and arc welding. The cobots feature AI-powered programming tools including RobotStudio and are built on ABB's OmniCore controller platform, with integration of NVIDIA Omniverse capabilities planned for 2026.
Accenture, Vodafone Procure & Connect, and SAP are piloting humanoid robots in a German warehouse to demonstrate how physical AI can improve operational efficiency, worker safety, and workforce management. The robots, powered by Accenture's Robot Brain solution and trained in digital twins, autonomously perform visual inspections and identify safety risks, with findings integrated into SAP's warehouse management system for real-time decision-making.
SS Innovations unveiled four in-development surgical robotic systems including the SSi Vimana Aero drone-deployed surgical platform for battlefield medicine, the SSi Avtara humanoid surgical robot with AI and teleoperation capabilities, and the SSi Operion mobile operating room. The company aims to make robotic surgery more affordable and accessible across military, healthcare, disaster response, and industrial applications.
Mikell Taylor, head of robotics strategy at GM, will lead a Women in Robotics Breakfast at the 2026 Robotics Summit & Expo in Boston to discuss trust and mentorship in the field, where women represent only 19% of robotics engineers. Taylor, who previously led Amazon Robotics' development of the Proteus autonomous mobile robot, will also deliver a keynote on robot design and trustworthiness at the event.
While headlines chase humanoid robots and autonomous cars, the real mobility breakthroughs are happening in places nobody's watching: airport terminals and dedicated guideways. Three recent funding rounds tell a story about infrastructure-first automation that's actually working.
Pudu Robotics has raised nearly $150 million in funding, bringing its valuation above $1.5 billion, as it expands from service robots into industrial applications including warehouse and manufacturing automation. The company is developing embodied AI technologies and launching new autonomous mobile robots (AMRs) like the T150 for material handling, with plans to expand globally and scale manufacturing capacity.
Honeywell is selling its Warehouse and Workflow Solutions business (Intelligrated and Transnorm brands) to private equity firm American Industrial Partners, with the transaction expected to close in late 2026. The combined entity will integrate with AIP's existing investment in Trew Automation to create a warehouse automation platform serving e-commerce, logistics, and supply chain sectors with automated sortation systems, conveyors, palletizers, and robotics solutions.
While the tech world obsesses over humanoid robots and AI chatbots, something quieter is happening in construction: an industry notorious for resisting change is suddenly embracing automation at a pace that would make Silicon Valley blush.
Tesla announced plans to begin Optimus humanoid robot production at its Fremont facility in Q2 2026, targeting 1 million units annually by phasing out Model S/X lines. The company is simultaneously breaking ground on a second-generation facility at Giga Texas designed for 10 million robots per year capacity, supported by development of the AI5 inference processor and Digital Optimus intelligence layer.
A&K Robotics secured $8 million in Series A funding led by BDC Capital and Vantage Futures to scale deployment of Cruz, an autonomous passenger mobility robot designed for airport terminals. Cruz uses onboard sensors and AI to navigate complex indoor environments and transport passengers, with current deployments at Vancouver International Airport and Madrid-Barajas Airport.
Crewline, a San Francisco startup, has secured $7.1 million in seed funding to deploy an autonomous retrofit kit for construction soil compactors, addressing a critical labor shortage in the construction industry. The system installs in an hour on existing machines and enables a single operator to supervise multiple autonomous rollers, allowing contractors to multiply labor productivity rather than replace workers. The company is already on version six of its system and has accumulated a $26 million waitlist from contractors.
HII, Path Robotics, and GrayMatter Robotics launched the High-Yield Production Robotics (HYPR) program to accelerate shipbuilding automation using physical AI technologies for welding, material movement, surface treatment, and quality checks. The companies plan proof-of-concept demonstrations in 2026 and a full pilot program in 2027 to address HII's massive welding backlog and modernize naval manufacturing.
