Articles and News
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Cooling Cannot Run on Guesswork: Day One Measurement Confidence for AI Data Centers
With the increasing server hardware densities of hyperscale and AI data center facilities, operators are re‑evaluating utility infrastructure to support faster commissioning, reliable cooling performance and long‑term uptime. -
Penguin Solutions Recognized as Dell Technologies Global Alliances Americas AI Partner of the Year
The award highlights Penguin’s expertise in delivering Full-Stack AI Factory Platforms that address the growing demand for optimized large-scale inference and agentic AI workloads. -
Consistent Changeovers and Predictable Performance with Industrial AI
By embedding industrial AI directly into changeover workflows, manufacturers are significantly reducing variability, which is increasing process stability, accelerating time to insight, improving quality and driving more consistent and predictable production runs. -
Siemens and HighByte Partner on Industrial Data Operations to Scale Industrial AI
The Siemens and HighByte partnership empowers customers to seamlessly connect, contextualize and consume industrial data to build AI models, agents and applications at scale. -
Manufacturing Drives AI with Real-Time Insights and Automation
Research from Freeform Dynamics, based on a survey of 504 enterprises actively running private AI environments, highlights how manufacturers are scaling AI adoption. -
Cognite Positioned as a Front Runner in LNS Research Solution Selection Matrix for Industrial AI Platforms
Cognite is recognized in three key areas: depth in user-centric industrial AI applications, its knowledge graph-based data model and its strong partner ecosystem. -
To Unlock Industrial AI’s Potential, We Need Frontline Worker Insights
Frontline maintenance insights are the key to accelerating innovation and unlocking its full potential. -
TwinThread Named a Front Runner in the LNS Solution Selection Matrix (SSM) for Industrial AI Platforms
TwinThread, a global leader in Industrial AI, was named a Front Runner in LNS Research’s inaugural 2026 Industrial AI Platforms Solution Selection Matrix (SSM). -
Report: Ransomware Activity Stays High as New Threat Groups Emerge
748 ransomware attacks were recorded globally in April 2026, a 7% decrease month-on-month. Industrials remained the most targeted sector, accounting for 28% of attacks. -
E Tech Group Sees Rising Demand for IT/OT Assessments as Manufacturers Prepare Infrastructure for AI and Modernization
Manufacturers are prioritizing infrastructure visibility, cybersecurity and operational readiness to advance modernization, AI initiatives and reduce hidden production risk. -
OpenClaw Explained: The Viral AI Agent’s Surge and Security Risks
The tool operates with broad system privileges and autonomous execution capabilities, demonstrating how natural language can directly control real systems. -
AI-Driven Observability for Cloud-Native Industrial Systems
Modern industrial systems are becoming increasingly complex due to cloud-native architectures and distributed services. Let's explore how AI-driven observability improves system reliability, reduces incident response time and provides actionable insights in real-world environments. -
Report: Software Is the Biggest Bottleneck to Robotics Innovation as Physical AI Accelerates
QNX Research's global study of 1,000 robotics developers reveals growing focus on software foundations to address performance, security and scalability challenges. -
The Three Load-Bearing Requirements of an AI-Ready Industrial Network
Scalable performance, embedded security and operational simplicity are the three requirements that separate networks that scale industrial AI from those that quietly stall transformation. -
The Industrial Reality Check: Why Factory Success Depends on Execution, Not Ambition
Execution means improving data visibility and equipment reliability incrementally, not waiting for a complete digital overhaul that may never come. -
From Pilot to Action: Manufacturers Now See Digital Transformation as Competitive Differentiator
Several threats to manufacturing progress are compounding — cost, workforce shortages, cyber risk and supply chain disruptions — but smart manufacturers are responding, according to Rockwell Automation’s annual survey. -
From the Editor: Industrial Automation Information - So Many Trends, So Many Topics
With so much changing so fast, it helps to have a trusted source. -
Why Enterprise Industrial AI Requires a Data Backbone, Not More Models
Industrial AI does not fail because the technology is weak. It fails when the foundations are treated as an afterthought. -
Industrial Automation & Control Trends: May 2026 Issue
Welcome to the latest issue of the International Society of Automation’s online magazine, Automation.com Monthly. May 2026 is the 11th annual Industrial Automation & Control Trends issue. -
AI and Robotics Leaders to Headline Automate 2026
Four days of keynotes explore the forces reshaping automation and the future of work at North America’s largest automation event.




















