AI already produces summaries, recommendations, and reports across manufacturing. Few manufacturers trust those outputs enough to act on them.Searching a document library or summarizing a maintenance file is a support function. Recommending a process change, flagging a quality risk, supporting supplier approval, or triggering a production workflow sits in a different category. The consequences are […]
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In manufacturing, the window between a small deviation and a costly event can be measured in seconds. A vibration pattern shifts, a batch parameter drifts, a temperature moves outside its normal band. The data exists, but by the time it reaches the person who can act, the window has closed. Response speed for AI in […]
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AI accelerates both sides of OT cybersecurity. When AI writes the malware, defenders need to understand exactly how capable the threat is and where the real risks lie. Attackers use AI coding assistants to speed up ICS malware development, but functional malware still requires deep engineering knowledge of industrial protocols and physical systems. Defenders gain […]
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As physical AI moves from conference-stage ambition into real industrial experimentation, the infrastructure question is becoming harder to ignore. Robots, humanoids, autonomous systems and industrial AI workloads do not just need more compute. They need faster iteration, better data pipelines, scalable simulation, and a way to move from training to evaluation to deployment without stitching […]
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July 2026 features 17 industrial conferences across 7 countries, with physical AI emerging as a standalone conference category through MACHINA in Paris and AUTONOMOUS in San Francisco. The Farnborough International Airshow (July 20-24) returns with 1,400+ exhibitors from 41 countries as one of the world’s largest aerospace and advanced manufacturing exhibitions. This IIoT World conference […]
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Agentic AI will bring thousands, potentially tens of thousands, of AI agents to the factory floor. Every one of them will need data, and not all data. Agents do not perform well when exposed to massive amounts. They need focused, usable data scoped to their task. So, how much should manufacturers let them do without […]
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Most manufacturers face the same starting point: brownfield operations with equipment from multiple vendors and departments that work toward different objectives. The scope of what needs connecting creates enough resistance that many companies never take the first step. At Hannover Messe 2026, Thomas Roehrl of Siemens described this as the biggest mistake in platform deployment: […]
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At an IIoT World Manufacturing Day panel on data sovereignty and industrial AI, Peter Sorowka of Cybus and leaders from MaibornWolff, SCHUNK, and Schwarz Digits outlined how competitive advantage in manufacturing is forming well before AI reaches full deployment. Many manufacturers are waiting for clearer AI winners, the right platform, the right models, the right […]
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Georgia-Pacific saved up to $1 million per machine using machine learning for condition-based predictive monitoring on AWS. At Hannover Messe 2026, Steven Blackwell of AWS described how cloud infrastructure helps manufacturers transform across the whole value chain. In engineering and R&D, that means developing products faster and bringing them to market quicker. Within the factory, […]
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If the 2026 mandate for manufacturers is the synchronization of physical goods, digital data, and human intelligence, the immediate challenge is execution. While the vision of “Liquid Computing” sets the stage, the transition to a zero-defect floor requires a fundamental shift in how we architect our production lines.This blueprint outlines the three critical pillars of implementation, […]
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Choosing the right 5G network architecture is one of the most consequential connectivity decisions a manufacturer can make. Private 5G offers dedicated spectrum and ultra-low latency for mission-critical automation; public 5G provides broad coverage with minimal capital expenditure; and hybrid 5G combines both to balance performance, cost, and scalability. In this IIoT World guide, we […]
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Someone responsible solely for operating a CNC machine or an extruder can now generate a production-ready application through a prompt. In this IIoT World interview recorded with Lucian Fogoros at Hannover Messe 2026, Peter Sorowka (CEO, Cybus) describes how enterprise manufacturers are already experimenting with this. At Hannover Messe 2026, Cybus CEO Peter Sorowka described […]
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