Crafted Thinking

Perspectives on building smart, human-centered tech.
AI/ML Implementation and Model Deployment for Manufacturing Intelligence
2025-12-12 Guillaume Beaulieu-Duchesneau

AI/ML Implementation and Model Deployment for Manufacturing Intelligence

This is the second article in our series on 8 Essential AI and IoT Competencies for Manufacturing Intelligence . In our overview article , we...

About 5 min to read
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8 Essential AI and IoT Competencies for Manufacturing Intelligence
2025-11-04 Guillaume Beaulieu-Duchesneau

8 Essential AI and IoT Competencies for Manufacturing Intelligence

The $155B AI in manufacturing opportunity by 2030 requires building critical competencies across multiple domains. We’ve identified eight key areas:...

About 6 min to read
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Beyond the Code: AI’s True Role in the Future of Software Development
2025-05-05 Guillaume Beaulieu-Duchesneau

Beyond the Code: AI’s True Role in the Future of Software Development

In a recent interview, Meta CEO Mark Zuckerberg boldly proclaimed that this year, AI systems would effectively function as “mid-level engineers” in...

About 9 min to read
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Vibe coding or “I let AI write all my code and it was fantastic (until it wasn’t)”
2025-05-02 Guillaume Beaulieu-Duchesneau

Vibe coding or “I let AI write all my code and it was fantastic (until it wasn’t)”

I have been using Cursor agent mode for a while now, and my workflow naturally evolved occasionally into what is now called “vibe coding” a term...

About 9 min to read
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Bridging the Manufacturing Skills Gap with Generative AI: A Competitive Imperative
2025-04-23 Guillaume Beaulieu-Duchesneau

Bridging the Manufacturing Skills Gap with Generative AI: A Competitive Imperative

Recently, I had the pleasure to present my perspective on generative AI at Hannover Messe to Nicolas Quintin for La Chaise Bleue podcast. It was a...

About 7 min to read
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The Superpower of Auto-Healing for Connected Equipment
2024-07-16 Guillaume Beaulieu-Duchesneau

The Superpower of Auto-Healing for Connected Equipment

Software Superpower Series Part 6 The Internet Of Things (IoT) offers boundless opportunities to connect. Recent reports list more than 14 million...

About 8 min to read
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Implementing Omniscience in Connected Equipment Systems
2024-06-16 Guillaume Beaulieu-Duchesneau

Implementing Omniscience in Connected Equipment Systems

Software Superpower Series Part 5 Modern organizations must be able to adapt. Technology continues to evolve at a breakneck pace — to thrive means...

About 6 min to read
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Harnessing the Polymorphism Software Superpower for Connected Equipment (IoT)
2024-06-06 Guillaume Beaulieu-Duchesneau

Harnessing the Polymorphism Software Superpower for Connected Equipment (IoT)

Software Superpower Series Part 4 IoT systems are adaptable, efficient, and scalable. Such attributes are software superpowers—they offer benefits...

About 7 min to read
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Unleashing Software Scalability To Boost Connected Equipment Value
2024-05-04 Guillaume Beaulieu-Duchesneau

Unleashing Software Scalability To Boost Connected Equipment Value

Software Superpower Series Part 3 The Internet of Things (IoT) revolutionized how consumers interact with products. Connected devices do not have the...

About 6 min to read
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Unlocking the Software Mutation Superpower for Connected Equipment
2024-04-25 Guillaume Beaulieu-Duchesneau

Unlocking the Software Mutation Superpower for Connected Equipment

Software Superpower Series Part 2 Software transformation is disrupting manufacturing. The digital revolution and its innovations (robotics, cloud...

About 6 min to read
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Four Key Elements to Faster Software Releases
2024-04-04

Four Key Elements to Faster Software Releases

With each passing day, technology becomes more tightly woven into both our working and non-working lives. The more consumers and companies increase...

About 6 min to read
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Execution: The Differentiator of Industry 4.0
2024-03-11

Execution: The Differentiator of Industry 4.0

The fourth industrial revolution is well underway and can provide you with a significant competitive advantage, especially if you get to market...

About 11 min to read
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