Articles tagged as industrial AI

Inside the Future of Manufacturing: What End Users in CPG and Life Sciences Need to Know Now
· Process Manufacturing

Inside the Future of Manufacturing: What End Users in CPG and Life Sciences Need to Know Now

At Automate Show 2025, one key theme echoed across the exhibit halls: industrial end users in consumer-packaged goods (CPG) and life sciences are under growing pressure to produce faster, smarter, and more flexibly—without adding complexity or cost. But while new tech is everywhere, the difference-makers are clear: modular design, integrated energy and automation systems, and scalable AI are unlocking measurable results across the […]

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Real-Time Industrial Data: Why Architecture, Not Hype, Determines Success
· Discrete Manufacturing

Real-Time Industrial Data: Why Architecture, Not Hype, Determines Success

Every major initiative in smart manufacturing, from predictive maintenance to AI-driven quality control, depends on one foundational capability: reliable, real-time access to industrial data. Yet many organizations invest heavily in analytics tools and dashboards only to discover that their underlying data architecture cannot deliver the latency, context, or scale those tools require. In this article, […]

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Embedded AI at the Edge: Rethinking Industrial Performance in Real Time
· Discrete Manufacturing

Embedded AI at the Edge: Rethinking Industrial Performance in Real Time

Running artificial intelligence models directly on edge devices inside factories, substations, and process plants is no longer experimental; it is becoming a competitive requirement. Embedded AI at the edge eliminates cloud roundtrip latency, keeps sensitive operational data on-premises, and enables real-time quality inspection, anomaly detection, and autonomous machine adjustments. In this article, IIoT World examines […]

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Schneider Electric’s Vision for Software-Defined, AI-Powered Automation at Hannover Messe 2025
· Process Manufacturing

Schneider Electric’s Vision for Software-Defined, AI-Powered Automation at Hannover Messe 2025

At HANNOVER MESSE 2025, Schneider Electric isn’t just showcasing products — it’s introducing a new mindset for how industries operate, adapt, and evolve. With a spotlight on open software-defined automation and industrial AI, Schneider Electric’s presence at Hall 11, Stand C52, reflects a bold rethinking of industrial control in an increasingly connected and complex world.As manufacturers face rising pressure to digitize, […]

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Securing AI at the Edge: Why Trusted Model Updates Are the Next Big Challenge
· Artificial Intelligence

Securing AI at the Edge: Why Trusted Model Updates Are the Next Big Challenge

As manufacturers push AI inference to edge devices on the factory floor, a new and underappreciated cybersecurity challenge emerges: how do you ensure that over-the-air model updates are authentic, untampered, and safe to deploy on safety-critical systems? In this IIoT World analysis, we examine the threat vectors unique to edge AI model delivery, from supply […]

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Nanoprecise at Hannover Messe 2025: AI-Driven Maintenance for Maximum Energy Efficiency
· Artificial Intelligence

Nanoprecise at Hannover Messe 2025: AI-Driven Maintenance for Maximum Energy Efficiency

Unplanned downtime costs industrial manufacturers an estimated $50 billion annually, and a significant share of that loss comes from energy inefficiency in failing or degraded equipment. AI-driven predictive maintenance tackles both problems simultaneously by using machine learning models trained on vibration, thermal, and power-consumption data to detect anomalies weeks before a breakdown occurs. In this […]

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AI Copilots: Transforming Manufacturing with Intelligent Assistance
· Artificial Intelligence

AI Copilots: Transforming Manufacturing with Intelligent Assistance

AI copilots are rapidly moving from concept to production-ready tools on manufacturing floors worldwide, assisting operators with real-time decision support, anomaly detection, and process optimization. In this IIoT World guide, we explore how intelligent assistance systems differ from traditional automation, what makes a manufacturing AI copilot effective, and where these tools deliver the fastest return […]

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Scaling Industrial Data Solutions: Cognite’s Approach to Unlocking Value at Scale
· Predictive Maintenance

Scaling Industrial Data Solutions: Cognite’s Approach to Unlocking Value at Scale

As industries worldwide accelerate their digital transformation, the challenge of scaling data solutions effectively remains a critical hurdle. Cognite, a leader in industrial data software, is tackling this challenge head-on, helping enterprises move beyond pilot projects to fully scaled, value-driven digital operations. In a recent conversation, Cognite outlined its approach to scaling industrial data solutions, […]

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AI, Open Systems, and Automation: The Keys to Sustainable, Autonomous Manufacturing
· Artificial Intelligence

AI, Open Systems, and Automation: The Keys to Sustainable, Autonomous Manufacturing

The convergence of artificial intelligence, open automation platforms, and sustainability mandates is reshaping how manufacturers design, operate, and optimize production systems. In this guide, IIoT World explores the practical pathways connecting AI-driven decision-making to measurable environmental outcomes, from energy consumption reduction and predictive waste minimization to closed-loop quality control. Readers will learn how open system […]

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The Biggest Risk in Industrial Digitalization Isn’t Cyber—It’s Adoption Speed
· Hybrid Manufacturing

The Biggest Risk in Industrial Digitalization Isn’t Cyber—It’s Adoption Speed

Industrial digitalization is evolving rapidly, but the biggest challenge isn’t cybersecurity—it’s the speed of adoption. Doug Warren, Senior Vice President of AVEVA’s Monitoring & Control Business, explains why the hesitation to embrace new technology is the most significant risk industrial companies face today and how Operations Control is addressing this challenge. Why Adoption Speed Matters […]

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The Leap from Incremental Innovations with Industrial AI
· Artificial Intelligence

The Leap from Incremental Innovations with Industrial AI

In a world that’s changing faster than we can keep up, we’re facing some pretty massive challenges—environmental crises, geopolitical instability, and labor shortages, just to name a few. Incremental changes? Yeah, they’re not going to cut it anymore. As Peter Koerte pointed out at CES 2025, it’s clear: the time for big leaps in innovation […]

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The State of Artificial Intelligence in 2025
· Artificial Intelligence

The State of Artificial Intelligence in 2025

While 2023 marked the world’s formal introduction to AI with the debut of ChatGPT, 2024 was defined by the exploration of its limitless potential and capabilities, as many early adopters dove in headfirst. Now, as we head into 2025, AI aspirations are expected to be slightly tempered, with manufacturers adopting a more practical, strategic approach […]

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