Paul Viorel
Digital Transformation for Manufacturers: Why Small Firms Can’t Wait
· Hybrid Manufacturing

Digital Transformation for Manufacturers: Why Small Firms Can’t Wait

When people hear “digital transformation,” many picture massive factories with endless budgets and global IT teams. But the reality is that the future of U.S. manufacturing depends on much smaller companies. According to the SBA, nearly 98% of all manufacturers fall into the “small business” category. For them, transformation isn’t about getting ahead—it’s about staying […]

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Who Should Own an AI Pilot in Manufacturing?
· Hybrid Manufacturing

Who Should Own an AI Pilot in Manufacturing?

Answering an AI Frontiers 2025 audience questionContext. During AI Frontiers 2025, an attendee asked: Who should be the business owner and senior stakeholder for an AI proof of concept—and how should it be structured for quick wins and long-term scale? This article distills the panel’s answer from “Building Data Accuracy and AI Trust in Smart Manufacturing.” Want to check the on-demand […]

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From Paper to Pixels: Why Sheet Metal Fabrication Needs a Digital Traveller
· Discrete Manufacturing

From Paper to Pixels: Why Sheet Metal Fabrication Needs a Digital Traveller

Walk into many sheet metal shops today, and you’ll still find one of the most critical workflows running on a surprisingly fragile medium: paper. Job travellers, or the packets of instructions that follow a part from cutting to bending to finishing, remain the backbone of production in thousands of fabrication plants worldwide.But as manufacturers across […]

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Can SMEs Afford Agentic AI?
· Hybrid Manufacturing

Can SMEs Afford Agentic AI?

 Small and mid-size manufacturers often ask: Is agentic AI truly within our reach, or is it a luxury only global plants can afford? At the “Agentic AI in Manufacturing: From Copilots to Autonomous Systems” session during AI Frontiers 2025, organized by IIoT World, panelists from AstraZeneca, Cybus, Infinite Uptime, and Frost & Sullivan shared practical guidance. Their […]

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A Complete Maintenance Team Made of AI Agents — and Why It Changes Everything
· Predictive Maintenance

A Complete Maintenance Team Made of AI Agents — and Why It Changes Everything

How a coordinated team of AI agents tackles everyday pain points across planning, scheduling, reliability, and feedback AI in maintenance isn’t always about robots taking decisions or futuristic predictions. AI can also take on a very practical role in maintenance: acting as a full maintenance team of AI agents that quietly handles the everyday points […]

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Agentic AI in Manufacturing: Best Practices for Quality, Speed, and Safety
· Hybrid Manufacturing

Agentic AI in Manufacturing: Best Practices for Quality, Speed, and Safety

Answering the audience’s questions At the AI Frontiers 2025 event, one audience member posed a question that goes to the heart of modern manufacturing challenges: “When introducing agentic AI into domain-specific workflows, what best practices help manufacturers improve product quality and decision-making speed while minimizing operational risk, especially in highly regulated or safety-critical industries?” A panel of […]

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GenAI in Manufacturing: Start with Data Quality, Governance, and Quick Wins
· Hybrid Manufacturing

GenAI in Manufacturing: Start with Data Quality, Governance, and Quick Wins

Answering the AI Frontiers Audience’s Question“Generative AI isn’t just about documents. Factories generate huge amounts of sensor data, but turning that into real value with AI is challenging. What should companies tackle first—improving data quality, linking older systems, training teams, or meeting regulatory requirements? And how can they set priorities to get quick results while […]

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Prescriptive AI That Respects Reality: Recommendations You Can Actually Execute
· Process Manufacturing

Prescriptive AI That Respects Reality: Recommendations You Can Actually Execute

Midnight on a production line isn’t the time for a generic alert. When a critical asset starts drifting, teams don’t want a chatbot—they need a specific diagnosis and a plan they can run safely, with the parts and people they actually have on hand. That’s the gap between “detect” and “do,” and it’s where the […]

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AI on the Shop Floor: Turning Predictive Maintenance into Real Results
· Predictive Maintenance

AI on the Shop Floor: Turning Predictive Maintenance into Real Results

For manufacturers, predictive maintenance powered by IIoT and AI is no longer just about advanced analytics in the cloud. The real breakthrough comes when frontline workers can act on those insights in real time. At the IIoT World Manufacturing Day 2023, experts emphasized that the success of predictive maintenance depends not only on algorithms but […]

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Building Resilience Step by Step: Practical Adoption of Digital Twins
· Energy

Building Resilience Step by Step: Practical Adoption of Digital Twins

For many industrial and energy companies, the idea of deploying a full-scale digital twin across every asset can feel overwhelming. The reality, as highlighted during IIoT World Energy Day 2024, is that successful adoption doesn’t happen all at once—it happens incrementally. Start Small, Scale with Success A common message from industry leaders is: don’t try to do everything […]

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The Human Side of Smart Manufacturing: People, Partners, and Purpose in IIoT and AI
· Hybrid Manufacturing

The Human Side of Smart Manufacturing: People, Partners, and Purpose in IIoT and AI

When we talk about smart manufacturing, the spotlight often falls on technologies—Industrial IoT, machine learning, and generative AI. But behind every breakthrough, there are people making decisions, solving problems, and shaping how these tools are applied. At IIoT World Manufacturing Day, the session “Accelerating Innovation and Agility in Manufacturing with IIoT and Machine Learning” highlighted […]

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How Digital Twins Deliver Clarity in Industrial Operations
· Energy

How Digital Twins Deliver Clarity in Industrial Operations

In complex industrial and energy environments, clarity is often the hardest thing to achieve. Data flows in from thousands of sensors, but without context, it risks turning into a data swamp—volumes of information that overwhelm rather than guide. At the IIoT World Energy Day 2024, industry experts highlighted how digital twins are becoming essential tools […]

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