From Pilot Purgatory to Generative AI: Building Scalable IIoT and Machine Learning in Manufacturing
· Artificial Intelligence

From Pilot Purgatory to Generative AI: Building Scalable IIoT and Machine Learning in Manufacturing

Most manufacturing organizations experimenting with generative AI never make it past the pilot stage. According to industry benchmarks, over 80% of AI initiatives in industrial settings stall before reaching production scale. In this IIoT World guide, we break down the root causes of “pilot purgatory,” from fragmented data pipelines and disconnected OT/IT architectures to misaligned […]

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AI as a Skill Multiplier in Manufacturing, Not a Replacement
· Artificial Intelligence

AI as a Skill Multiplier in Manufacturing, Not a Replacement

The manufacturing skills gap continues to widen, with an estimated 3.8 million positions expected to go unfilled in the coming years. Rather than viewing AI as a wholesale replacement for human labor, forward-thinking manufacturers are deploying it as a skill multiplier, amplifying the expertise of existing workers so that a single operator can perform at […]

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Why AI Success in Manufacturing Starts with Leadership, Not Code
· Artificial Intelligence

Why AI Success in Manufacturing Starts with Leadership, Not Code

Most conversations about AI in manufacturing focus on algorithms, data pipelines, and compute infrastructure, but the evidence increasingly points to a different success factor: leadership. According to industry research, over 70% of AI pilot projects in manufacturing fail to scale, and the root cause is rarely technical. In this article, IIoT World explores why executive […]

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The Hidden Advantage of Generative AI in Manufacturing: Speed, Not Just Smarts
· Discrete Manufacturing

The Hidden Advantage of Generative AI in Manufacturing: Speed, Not Just Smarts

For manufacturers, generative AI isn’t just about prediction—it’s about eliminating bottlenecks in model creation and deployment.While predictive maintenance and quality optimization often dominate the conversation around AI in manufacturing, a more transformative shift is quietly underway: AI is finally fast enough to scale.At IIoT World’s 2024 session on Revolutionizing Asset Management, experts from IBM and Prometheus Group […]

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What Generative AI Is Really Changing on the Factory Floor
· Discrete Manufacturing

What Generative AI Is Really Changing on the Factory Floor

Forget the hype. Generative AI isn’t replacing workers or designing entire factories — yet. But it is changing what happens on the factory floor, where complexity, variability, and labor shortages meet real-time decisions. From reducing assembly errors to preserving expertise before it walks out the door, generative AI is beginning to solve the gritty, everyday […]

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July 2025 Industrial IoT & ICS Cybersecurity Events
· Connected Industry

July 2025 Industrial IoT & ICS Cybersecurity Events

July 2025 is packed with high-impact events for professionals navigating the rapidly evolving landscapes of Industrial IoT, cybersecurity, and smart manufacturing. From Tokyo to Munich to San Jose, these summits bring together global leaders, engineers, innovators, and decision-makers to explore the latest in AI-powered industrial systems, secure communications, and digital transformation strategies. Whether you’re a […]

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Modular, Scalable, Software-Driven: The New Direction of Industrial Robotics
· Discrete Manufacturing

Modular, Scalable, Software-Driven: The New Direction of Industrial Robotics

At the Automate Show in Detroit, Christine Bush, Director of the Robotic Center of Excellence at Schneider Electric, shared a forward-looking perspective on how industrial robotics is evolving to meet the needs of a changing manufacturing landscape. The conversation focused not on futuristic hype but on practical shifts that are already redefining how manufacturers deploy […]

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From Data-Driven Ambitions to Sensing Factories: A Strategic Path for AI in Manufacturing
· Discrete Manufacturing

From Data-Driven Ambitions to Sensing Factories: A Strategic Path for AI in Manufacturing

Generative AI is no longer a future promise for manufacturers; it is an active force reshaping how factories sense, adapt, and optimize production in real time. In this strategic guide, IIoT World maps the journey from early data-driven ambitions to fully sensing factory environments where generative models autonomously create production schedules, design process improvements, and […]

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Circularity is Good Business: How Industrial Companies Can Profit from Sustainable Design
· Process Manufacturing

Circularity is Good Business: How Industrial Companies Can Profit from Sustainable Design

Circularity isn’t just a sustainability buzzword—it’s a smart business strategy. Speaking from Schneider Electric’s circularity-themed booth, Hany Fouda, SVP of Process Automation, outlined how circularity can deliver resilience, profitability, and operational efficiency for industrial companies.Why Circularity Matters NowThe global business environment is shifting rapidly. Customers are demanding not just supply chain resilience but operational models […]

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The Future of Open Automation: Transforming Industrial Operations
· Process Manufacturing

The Future of Open Automation: Transforming Industrial Operations

For decades, proprietary control systems locked manufacturers into single-vendor ecosystems, driving up lifecycle costs and slowing innovation. Open automation is changing that equation by decoupling software from hardware through standards like IEC 61499 and the Open Process Automation Standard (O-PAS). In this IIoT World guide, we examine how open automation architectures enable plug-and-play interoperability, accelerate […]

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2025 Smart Manufacturing Outlook: Key Trends Shaping the Future of the Industry
· Discrete Manufacturing

2025 Smart Manufacturing Outlook: Key Trends Shaping the Future of the Industry

As we look ahead to the future of manufacturing, Deloitte’s 2025 Smart Manufacturing Outlook highlights several critical trends that will significantly shape the sector in the coming year. Manufacturers are entering an era of transformation, with technological advancements and shifting workforce dynamics paving the way for a new chapter. Let’s explore the key trends expected to take […]

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Why Robots as a Service (RaaS) Is the Future of Business Automation
· Discrete Manufacturing

Why Robots as a Service (RaaS) Is the Future of Business Automation

In an age of rapid technological progress and a growing shortage of skilled labor, businesses face the challenge of staying ahead without overextending their resources–especially cash. Enter Robots as a Service (RaaS): a subscription-based model that democratizes access to advanced robotic solutions. Similar to Software as a Service (SaaS)–pioneered by Salesforce–revolutionized software acquisition and deployment, […]

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