2025 – Page 5 of 25

November 3, 2025 · Discrete Manufacturing

What Makes the Difference Between an IIoT Pilot That Stalls and One That Scales?

Across the industrial sector, many companies launch promising IIoT pilots. Yet only a fraction of them manage to expand those proof-of-concepts into enterprise-wide deployments. The difference isn’t usually about ambition—it’s about execution. At AI Frontiers 2025, our speakers explored this very challenge, outlining what separates pilots that fizzle from those that successfully scale.What Data Foundation […]

November 1, 2025 · Cybersecurity

Securing the Connected World: IoT Cybersecurity Challenges and Policy Priorities for 2025

The Internet of Things is no longer a fringe technology. Sensors, cameras, medical devices, industrial controllers, smart meters, and connected vehicles are now integral to how we live, work, and defend our nations. IoT promises enormous economic and social benefits—greater efficiency, new services, improved public safety—but it also vastly expands the attack surface for cyber […]

October 31, 2025 · Process Manufacturing

Trust, Security, and Human Factors in Agentic AI

Autonomous AI on the factory floor is not just a technical challenge — it’s a human one. Operators want to know they can trust the system. Executives need accountability. Security teams demand resilience. At the “Agentic AI in Manufacturing: From Copilots to Autonomous Systems” session during AI Frontiers 2025, organized by IIoT World, audience questions cut straight […]

October 30, 2025 · Connected Industry

Transforming Edge Data Into Real Business Value

Industrial companies produce more machine data than ever before. Sensors, connected equipment, and automated systems generate terabytes of raw data every single day. Yet, most of this information never translates into measurable value. It either sits unused in data lakes or overwhelms networks and cloud storage with its sheer volume.The result is that this vast […]

October 29, 2025 · Hybrid Manufacturing

Is a PoC the Right Path for Manufacturing AI?

PoCs get a bad rap in factories—they often feel like science projects that never leave the lab. They don’t have to. When a PoC is designed to prove scale, not just possibility, it becomes the fastest path to real plant results. This piece distills a candid question from AI Frontiers 2025 into a practical, no-fluff playbook drawn from […]

October 28, 2025 · Discrete Manufacturing

Rethinking Operational Precision: Why Indoor Industries Need Their GPS Moment

Do you remember life before GPS? Many of us can, but only faintly — folding maps in the car, printing directions, or stopping at gas stations for help. It wasn’t long ago, yet it already feels like another era. GPS quietly changed more than navigation; it made working, transacting, and moving through the world effortless […]

October 27, 2025 · Process Manufacturing

Inside Tata Steel’s Reliability Mindset: What Really Drives Uptime

Tata Steel Thailand judges plant reliability by three visible signals: housekeeping discipline, visually tagged critical assets, and active daily management boards. According to Amit Khanna, VP of Business Excellence at Tata Steel Thailand, real-time gas monitoring on a transformer once detected a worn component that, if missed, would have caused three to four months of […]

October 25, 2025 · Discrete Manufacturing

The End of the Pixel Counter Era — How AI Is Quietly Transforming Semiconductor Manufacturing

AI is changing how semiconductor fabs inspect wafers and maintain equipment. AI vision systems now train on as few as five images to distinguish real defects from acceptable variation, cutting false alarms and costly reworks. Predictive AI monitors thousands of process variables, including pressure, vibration, flow, and temperature, to prevent unplanned shutdowns before they occur.How […]

October 24, 2025 · Energy

AI in Energy: Why Progress Depends on People and Structure

AI adoption in energy operations has moved past debate. The real challenge, as Natalia Klafke, Executive Vice President of Energy and Sustainability at Radix, observed at Impact 2025, is execution: many companies have pilots and dashboards, but few have built the data infrastructure, organizational alignment, and change management practices needed for sustained results.Natalia Klafke, Executive […]

October 23, 2025 · Digital Disruption

Modernizing Without Disruption: A Practical Approach to Industrial Data Growth

Industrial operations depend on data historians to record what’s happening on the line or in the field. But as systems evolve toward Industry 4.0, many teams find that their historians weren’t built for what’s next — the volume, velocity, and variety of time series data now generated by sensors, PLCs, and edge devices.Replacing these systems […]

October 22, 2025 · Hybrid Manufacturing

The Most Effective Strategies for Integrating Agentic AI Into Legacy Manufacturing Environments Without a Full Overhaul

Answering the audience’s questionsIntegrating agentic AI into legacy manufacturing does not require replacing existing infrastructure. Panelists from Litmus, ZF Group, CESMII, and Arch Systems at AI Frontiers 2025 outlined a practical six-part approach: free trapped data, add semantic context through ontologies, respect brownfield reality using interface classes, target repetitive tasks nobody wants to do, start […]

October 21, 2025 · Discrete Manufacturing

How AI and the Digital Thread Improve Machine Tool Systems

Artificial intelligence and digital connectivity are transforming how machine tools operate — from the way parts are designed and programmed to how data flows across production. The combination of AI-driven automation and a digital thread enables faster programming, more accurate simulations, safer workflows, and consistent quality on the shop floor. These developments were explained by […]