Shopfloor AI
What AI needs from your shopfloor data, where it already pays off, and what agentic AI changes next.
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AI, ML and GenAI explained
AI, machine learning and generative AI get used interchangeably. They shouldn't be. What each one is, where it earns its keep in a factory, and what it needs.
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Contextualised data
A machine signal that says 'stopped' tells you nothing. How MES/MOM turns raw data into contextualised information, and why point solutions lose that context.
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Manufacturing data platforms
Historians, data warehouses, data lakes, data fabric. Which one holds what, how they relate to MES/MOM, and which layer AI actually reads from.
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AI on the shopfloor
Every leadership team wants AI. The ones getting value started with clean, contextualised shopfloor data. Where AI really fits in smart manufacturing, and what to do first.
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Practical GenAI
Forget the hype. Four practical ways generative AI already saves time in factories, and the one condition that decides whether any of them work.
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Agentic AI and MCP
Agentic AI and MCP are all over LinkedIn. What they actually are, what they could mean for the shopfloor, and what has to be in place before any agent touches production.
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Predictive maintenance
From reactive to preventive to condition-based. What predictive maintenance really needs, why downtime data comes first, and where operators fit in.
Keep learning after the last station
One practical article a week on the smart factory, shopfloor AI and MES/MOM, from real implementations. Free, and you can leave in one click.