Humera Malik, CEO
· Our Contributors

Humera Malik, CEO

Humera Malik is CEO of Canvass AI, a software provider that empowers the world’s largest industrial companies with actionable intelligence to make data-driven operational decisions. Internationally, Ms Malik is one of the leading voices in Artificial Intelligence and how it can help the industrial sector to propel growth, accelerate innovation and augment human expertise. Ms Malik is a recipient of the RBC Women of Influence Entrepreneur of the Year award, the Women of IoT/M2M award and was most recently named in the list of Top 10 Hot AI IoT Startups to Watch. She is frequently invited to speak at industry conferences and has been featured in publications such as Bloomberg and Forbes.

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Bjorn Andersson, Senior Director, Global IoT Marketing
· Our Contributors

Bjorn Andersson, Senior Director, Global IoT Marketing

Bjorn Andersson is a Senior Director, Global IoT Marketing at Hitachi Vantara. Bjorn is a leader in the Internet of Things (IoT) and Industries Marketing, accelerating go-to-market (GTM) for innovative solutions that combine advanced data analytics, artificial intelligence, and IoT. Bjorn has a proven track record to build and execute strategies and plans to build a business and bring products & technologies to market. He can translate technology into customer benefits and communicate these to diverse audiences. Bjorn has deep expertise in High-Performance Computing (HPC), Visualization and Technical Computing - reaching into technologies and uses that have partly evolved from there, such as Cloud Computing&Storage, Big Data Analytics, Artificial Intelligence & Machine Learning and Virtualization He is also experienced in creating strategic partnerships and mergers&acquisitions (M&A). 

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The End of the Pixel Counter Era — How AI Is Quietly Transforming Semiconductor Manufacturing
· Discrete Manufacturing

The End of the Pixel Counter Era — How AI Is Quietly Transforming Semiconductor Manufacturing

In semiconductor fabs, progress has long been measured in nanometers. But the next great leap isn’t happening on the wafer — it’s happening in how factories see, think, and respond. Artificial intelligence is quietly reshaping inspection, maintenance, and operational decision-making, marking a shift from human reaction to digital foresight.From Human Vision to Machine IntelligenceFor decades, […]

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AI in Energy: Why Progress Depends on People and Structure
· Energy

AI in Energy: Why Progress Depends on People and Structure

When you talk with energy executives today, there’s no longer a debate about whether artificial intelligence belongs in operations. The question has shifted to how to make it work.Natalia Klafke, Executive Vice President of Energy & Sustainability at Radix, has spent over a decade helping energy companies modernize complex operations. At Impact 2025, she noted a clear […]

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How AI and the Digital Thread Improve Machine Tool Systems
· Discrete Manufacturing

How AI and the Digital Thread Improve Machine Tool Systems

Artificial intelligence and digital connectivity are transforming how machine tools operate — from the way parts are designed and programmed to how data flows across production. The combination of AI-driven automation and a digital thread enables faster programming, more accurate simulations, safer workflows, and consistent quality on the shop floor. These developments were explained by […]

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Can the Asset Administrative Shell Make Factory Data AI-Ready?
· Hybrid Manufacturing

Can the Asset Administrative Shell Make Factory Data AI-Ready?

Most factories already collect oceans of data, yet too much of it arrives in different shapes, names, and units. That inconsistency slows down Artificial Intelligence (AI) projects more than any model choice. During AI Frontiers 2025, a participant asked whether the Asset Administrative Shell could help manufacturers tame this variability and make data usable for […]

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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 Industrial Automation to Industrial Autonomy: Yokogawa’s IA2IA Journey
· Smart Manufacturing

From Industrial Automation to Industrial Autonomy: Yokogawa’s IA2IA Journey

In the conversation, Nick Clark from Yokogawa laid out what the transition from Industrial Automation to Industrial Autonomy — IA2IA — really means. Industrial automation has long been about predefined processes and protocols. Plants and systems follow strict rules, but when something changes or goes wrong, human operators step in. That intervention takes time, adds […]

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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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Predictive Maintenance with AI: Extending the Life of Industrial Machines
· Predictive Maintenance

Predictive Maintenance with AI: Extending the Life of Industrial Machines

For manufacturers, downtime is costly. Studies show that 82% of industrial asset failures are random, making scheduled maintenance often ineffective. This is where AI-powered predictive maintenance, enabled by IIoT technologies, is changing the way factories care for machines—helping to cut downtime, lower costs, and extend equipment lifespans.At one of the editions of IIoT World Manufacturing Days, experts from […]

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Agentic AI Isn’t a Product – It’s an Integrated Business Strategy
· Process Manufacturing

Agentic AI Isn’t a Product – It’s an Integrated Business Strategy

Everyone’s talking about AI. From pilot projects and co-pilots to promising dashboards, artificial intelligence is cropping up left and right in manufacturing. What’s rare, however, are wide-scale implementations that deliver measurable results on the factory floor. In fact, IDC estimates that 88% of proof of concept (POC) projects fail to make it out of the […]

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Securing Agentic AI with Digital Trust
· Artificial Intelligence

Securing Agentic AI with Digital Trust

Agentic AI is rapidly moving from research labs into production environments, powering everything from autonomous workflows in supply chains to connected medical devices and industrial automation. Unlike traditional generative AI, which produces outputs based on prompts, Agentic AI systems can perceive, reason, and act — executing tasks across enterprise applications, often without human intervention.For industries already operating […]

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