How Manufacturers Can Build Real Momentum in Digital Transformation
· Discrete Manufacturing

How Manufacturers Can Build Real Momentum in Digital Transformation

At the Automate Show in Detroit, Gregory Tink, Digital Transformation Consulting Director at Schneider Electric, shared a clear and actionable approach to industrial digital transformation—one that moves beyond buzzwords and into scalable, measurable progress.Start with Strategy, Not TechnologyToo many manufacturers jump straight into pilots or advanced technologies like AI and digital twins, bypassing the foundational work […]

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Edge AI + Intelligence Hub: A Match in the Making
· Hybrid Manufacturing

Edge AI + Intelligence Hub: A Match in the Making

The convergence of edge AI and centralized intelligence hubs is creating a new operational architecture for manufacturers seeking real-time decision-making without sacrificing data governance or scalability. In this article, IIoT World examines how pairing local inference at the machine level with a cloud or on-premises intelligence hub delivers the best of both worlds: sub-millisecond response […]

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The Digital Twin in Automotive: The Update
· Discrete Manufacturing

The Digital Twin in Automotive: The Update

Digital twins have moved from experimental concept to operational necessity in automotive manufacturing, and the pace of adoption is accelerating. In this article, IIoT World examines how AI-powered digital twins enable automakers to simulate production lines, predict equipment failures before they cause downtime, and optimize quality at every stage of the vehicle lifecycle. Whether you […]

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Why C-Level Leaders Must Rethink Industrial Data Modeling Now
· Discrete Manufacturing

Why C-Level Leaders Must Rethink Industrial Data Modeling Now

Industrial AI initiatives fail far more often from poor data foundations than from flawed algorithms. For C-level leaders overseeing digital transformation, the strategic question is not which AI platform to buy but whether their organization’s data architecture can support the models they plan to deploy. In this IIoT World guide, we explore why industrial data […]

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Thriving Amid Uncertainty: How Manufacturers Are Turning Agility Into Competitive Advantage
· Discrete Manufacturing

Thriving Amid Uncertainty: How Manufacturers Are Turning Agility Into Competitive Advantage

Volatility has become the norm in global manufacturing—driven by trade tensions, shifting tariffs, talent shortages, and fragile supply chains. In this environment, agility isn’t just a buzzword—it’s a competitive necessity.That’s the focus of “Thriving Amid Uncertainty: Building Agility in the Manufacturing Industry,” a forward-looking panel sponsored by Critical Manufacturing, airing during IIoT World Manufacturing Day 2025, May 21, between 10:00 […]

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Why Manufacturers Still Struggle with Industry 4.0—and What to Do About It
· Discrete Manufacturing

Why Manufacturers Still Struggle with Industry 4.0—and What to Do About It

At a time when Industry 4.0 conversations dominate industrial trade shows and boardrooms alike, many manufacturers still miss the mark. The problem isn’t the technology. It’s how it’s being approached.Jeff Winter, a well-known voice in digital manufacturing and VP of Business Strategy at Critical Manufacturing, shared insights at Hannover Messe 2025—cutting through the jargon to […]

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Why Software-Defined Automation Is the Key to Industrial Progress
· Discrete Manufacturing

Why Software-Defined Automation Is the Key to Industrial Progress

As the conversation shifts from Industry 4.0 to 5.0, one problem remains unsolved: most industrial environments are running on legacy infrastructure. Machines last decades. Control systems are often 30 years old. But the demands placed on manufacturing—greater flexibility, lower emissions, workforce shortages—are growing quickly.The question isn’t whether the technology exists. It’s how to implement change […]

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How Data is Rebuilding Manufacturing from the Edge Up
· Discrete Manufacturing

How Data is Rebuilding Manufacturing from the Edge Up

The factory of the future is not being built from the cloud down; it is being rebuilt from the edge up. In this article, IIoT World explores how modern edge data architectures are fundamentally changing manufacturing operations by enabling real-time analytics, energy optimization, and predictive maintenance at the point of production. Rather than routing every […]

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From Complexity to Control: Why Smart MES is the Backbone of Modern Manufacturing
· Discrete Manufacturing

From Complexity to Control: Why Smart MES is the Backbone of Modern Manufacturing

At Hannover Messe 2025, there’s one term on everyone’s lips: AI. But amidst the noise, Francisco Almada Lobo brings a clear, strategic voice to the table—cutting through the hype to highlight what actually matters in manufacturing today: control, visibility, and preparedness.For manufacturers navigating rising product complexity, volatile supply chains, and increased customization demands, the pressure […]

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The Silent Barriers to Industrial Competitiveness
· Discrete Manufacturing

The Silent Barriers to Industrial Competitiveness

Many manufacturers invest heavily in new technology yet still struggle to close the competitiveness gap with industry leaders. The reasons are rarely obvious; they hide in organizational silos, legacy system architectures, workforce skill deficits, and fragmented data strategies that quietly undermine even the best-funded initiatives. In this article, IIoT World identifies the most common silent […]

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The tech backbone creating the future of infrastructure
· Smart Cities

The tech backbone creating the future of infrastructure

Connecting infrastructural ecosystems are driving smarter decisions and improving sustainable outcomes. Now we must use them to build resilient, future-ready nations, says Gary Wong, Global Segment Leader of Power, Utilities, and Infrastructure at AVEVAThe Indian state of Chhattisgarh understands ecosystems. Forests, for example, cover more than 40% of the 23,000-square-mile state. From trees to the […]

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5 Steps to a Successful Multisite MES Implementation
· Discrete Manufacturing

5 Steps to a Successful Multisite MES Implementation

As manufacturers race to modernize operations and gain competitive advantage through digital transformation, many are realizing that local, plant-by-plant MES deployments no longer scale. A multisite MES strategy is becoming essential—not just for IT standardization, but for enabling agility, compliance, and visibility across global operations.In Part 2 of Critical Manufacturing’s Multisite MES white paper series, manufacturers gain practical, field-tested […]

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