Industrial AI Needs a Backbone—And That Backbone Is DataOps
· Discrete Manufacturing

Industrial AI Needs a Backbone—And That Backbone Is DataOps

At Hannover Messe 2025, John Harrington of HighByte offered a timely reminder: as AI races ahead in the industrial sector, the infrastructure supporting it—specifically, DataOps—needs to keep up.While AI dominates the headlines, its power is fundamentally limited without access to the right data. Harrington put it bluntly: “Data is the oxygen for AI.” But not just any data—clean, […]

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Why Small Manufacturers Can’t Afford to Wait for the “Perfect” Transformation
· Discrete Manufacturing

Why Small Manufacturers Can’t Afford to Wait for the “Perfect” Transformation

At Hannover Messe 2025, the conversation around digital transformation in manufacturing felt more urgent than ever. But amid the excitement, Stephen Graham, Executive Vice President and General Manager at Nexus, offered a grounded reminder: for small and mid-sized manufacturers, the future will not be won by those with the flashiest technology—but by those who learn […]

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[Booklet] Manufacturing at the Crossroads 2025: Real-World Lessons from Industrial Leaders
· Discrete Manufacturing

[Booklet] Manufacturing at the Crossroads 2025: Real-World Lessons from Industrial Leaders

What does it take to make digital transformation stick—beyond pilots, platforms, and buzzwords?At Hannover Messe 2025, the conversation around industrial transformation reached a new level of clarity—and urgency. From AI and agentic automation to modular MES platforms and resilient supply chains, one message was consistent: transformation is no longer a long-term goal. It’s a right-now […]

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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

At Hannover Messe 2025, Helena Jochberger, Vice President and Global Industry Lead of Manufacturing, CGI, joined IIoT World for a timely conversation on the future of AI in manufacturing. With decades of experience guiding industrial transformation, she laid out a pragmatic roadmap for how generative AI, when implemented responsibly and supported by strong data governance, […]

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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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Industrial Transformation Demands More Than Technology—It Requires a Strategic Shift
· Discrete Manufacturing

Industrial Transformation Demands More Than Technology—It Requires a Strategic Shift

The manufacturing industry is at a pivotal inflection point. Amid growing complexity—geopolitical volatility, labor shortages, and a wave of technological disruption—many manufacturers are rethinking not just their systems, but their entire approach to transformation. What’s becoming increasingly clear is that technology alone isn’t enough. The companies that will thrive are those that can match innovation with […]

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The Silent Barriers to Industrial Competitiveness
· Discrete Manufacturing

The Silent Barriers to Industrial Competitiveness

At Hannover Messe 2025, industrial competitiveness emerged as a dominant theme, sparking discussions beyond technology. While manufacturers continue to face rising complexity, the real constraints may not be what you expect.Barbara Frei, EVP of Industrial Automation at Schneider Electric, points to a combination of overlooked issues that quietly erode industrial performance: mindset, workforce readiness, and siloed […]

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The Digital Twin in Automotive: The Update
· Discrete Manufacturing

The Digital Twin in Automotive: The Update

Digital twin technology, a virtual replica of physical products, processes, and environments, continues to evolve in the automotive OEM sector. It now spans the entire lifecycle of a vehicle, from research and development, engineering, and manufacturing to logistics, sales, aftersales, usage, and disposal. The integration of digital twin technology—within the broader concept of the Industrial […]

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Why Digital Transformation Fails—and How to Fix It
· Discrete Manufacturing

Why Digital Transformation Fails—and How to Fix It

At Hannover Messe 2025, Friedrich Richter, Schneider Electric’s senior vice president of Services for Industrial Automation, didn’t just talk about digital transformation—he laid out why so many industrial players are still stuck in pilot purgatory. From small manufacturers to global enterprises, most are not struggling to start the journey; they’re struggling to scale it.The reality? Over 70% of companies […]

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

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

At Hannover Messe 2025, a compelling conversation unfolded between HiveMQ and Snowflake leadership on a topic often underestimated in industrial transformation: data movement architecture. Behind all the talk of AI, analytics, and predictive insights lies a more foundational challenge—how to reliably, securely, and cost-effectively get data from machines to the cloud in real-time.For industrial companies […]

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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

As industrial systems grow increasingly complex, the traditional reliance on cloud-based analytics is being fundamentally challenged. What’s emerging instead is a shift toward real-time, on-site intelligence—driven by embedded AI at the edge. This transformation is not just technical; it’s strategic, offering new ways to improve safety, efficiency, and scalability in environments where timing, precision, and […]

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