Search for: artificial intelligence

Cybersecurity Upside Down: Why Detection is a Losing Game for ICS in 2026
· ICS Security

Cybersecurity Upside Down: Why Detection is a Losing Game for ICS in 2026

The industrial sector is at a crossroads. As we navigate 2026, the traditional “detection-first” mindset that has governed OT (Operational Technology) cybersecurity for decades is proving insufficient against the rise of autonomous, AI-driven threats.During an interview at S4x26 in Miami, Benny Czarny, CEO of OPSWAT and author of Security Upside Down, explained that manufacturers must flip their security models to […]

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2026 Smart Manufacturing Ecosystem: 27 Platforms for Industrial AI
· Artificial Intelligence

2026 Smart Manufacturing Ecosystem: 27 Platforms for Industrial AI

The manufacturing sector is currently navigating a massive transition from static dashboards to Agentic AI, systems that can perceive, reason, and act autonomously. However, as highlighted by industry leaders during the sessions and discussions at IIoT World Days 2025, AI is only as effective as the data feeding it.Success in 2026 requires a diverse ecosystem […]

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2026 Smart Factory Outlook: AI, Robotics, and the New Economic Resilience
· Smart Manufacturing

2026 Smart Factory Outlook: AI, Robotics, and the New Economic Resilience

The industrial landscape of 2026 has evolved beyond “growth at all costs” to a focus on technological survival. As we navigate a sluggish business cycle, rising power costs, and a staggering labor gap of 425,000 workers, automation is a macroeconomic necessity. According to the Association for Advancing Automation (A3), 86% of employers now view AI, machine […]

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2026 Industrial AI Trends: Driving Global Manufacturing with Agentic Systems
· Artificial Intelligence & ML

2026 Industrial AI Trends: Driving Global Manufacturing with Agentic Systems

Agentic AI in 2026 refers to systems designed to understand complex goals, create multi-step plans, and execute actions across multiple applications, with human oversight but without constant human intervention. Unlike traditional machine learning models that predict or classify, Agentic AI impacts operational workflows by acting as a digital co-worker that reasons through problems and coordinates […]

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15 Real-World AI in Manufacturing Use Cases: From Predictive Maintenance to Agentic AI
· Artificial Intelligence & ML

15 Real-World AI in Manufacturing Use Cases: From Predictive Maintenance to Agentic AI

The industrial sector is accelerating the adoption of practical, high-impact AI applications. Based on insights from IIoT World Days 2025, industry leaders focus on scaling these technologies across global operations. From Agentic AI that autonomously manages supply chains to Computer Vision that ensures precision on the factory floor, manufacturers are deploying AI to solve specific, high-value bottlenecks.Here are the top […]

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

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

Answering the audience’s questionsManufacturing is not a greenfield playground for shiny new technology. It’s a world of legacy machines, siloed data, and decades-old dashboards that keep production running. Into this reality comes agentic AI—a powerful but new tool promising faster decisions, smarter insights, and measurable improvements.But for manufacturers, the big question isn’t what agentic AI can do in […]

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Managing the Rise of Agentic AI in Manufacturing
· Hybrid Manufacturing

Managing the Rise of Agentic AI in Manufacturing

During AI Frontiers 2025, participants raised important questions about the growing role of agentic AI in manufacturing—covering topics such as regulation, interoperability, and the management of autonomous systems. While we did not have enough time to address all the questions during the live session, Peter Sorowka, CEO of Cybus, offers in this article a practical direction for […]

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When Machines Negotiate: A New Way to Run Manufacturing
· Hybrid Manufacturing

When Machines Negotiate: A New Way to Run Manufacturing

Factories today don’t struggle to collect data — they struggle to make sense of it. Machines measure everything from pressure to vibration, but most of it lacks meaning. Without context, even the most advanced dashboards can’t explain what’s happening on the floor.That’s starting to change.A new generation of AI agents at the edge is learning to understand […]

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Building the Data Foundations for Agentic AI in Manufacturing
· Artificial Intelligence

Building the Data Foundations for Agentic AI in Manufacturing

Manufacturers know that AI is only as good as the data behind it. For agentic AI — systems that act on their own in real time — data silos, latency, and inconsistent architectures are often the biggest roadblocks. During the “Agentic AI in Manufacturing: From Copilots to Autonomous Systems” session at AI Frontiers 2025, organized by IIoT World, audience […]

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The Human Side of Smart Manufacturing: People, Partners, and Purpose in IIoT and AI
· Hybrid Manufacturing

The Human Side of Smart Manufacturing: People, Partners, and Purpose in IIoT and AI

When we talk about smart manufacturing, the spotlight often falls on technologies—Industrial IoT, machine learning, and generative AI. But behind every breakthrough, there are people making decisions, solving problems, and shaping how these tools are applied. At IIoT World Manufacturing Day, the session “Accelerating Innovation and Agility in Manufacturing with IIoT and Machine Learning” highlighted […]

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Scaling Smart Manufacturing with IIoT, ML, and Generative AI
· Discrete Manufacturing

Scaling Smart Manufacturing with IIoT, ML, and Generative AI

Talk to any plant manager and you’ll hear the same frustration: too many proofs of concept, not enough results. The real opportunity isn’t running another pilot—it’s building scalable systems that deliver measurable value every day. That’s where Industrial IoT (IIoT), machine learning (ML), and now generative AI (GenAI) are starting to prove their worth, not in isolated demos but across […]

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Factory Expertise, Now Scaled by AI
· Process Manufacturing

Factory Expertise, Now Scaled by AI

Every factory depends on expertise — the intuition of a technician who can hear when a nozzle is misaligned, or the experience of an engineer who can trace yield loss back to a single feeder. But that expertise is disappearing fast, even as machines generate more diagnostic data than ever before.This new white paper, GenAI, Operational […]

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