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Industrial digitalisation, cybersecurity, resilience and connected manufacturing.
AI introduces new attack surfaces into OT environments: model endpoints, data pipelines, retrieval systems, tool interfaces and credentials. Security starts with understanding what the AI system can observe…
Read article ↗A digital twin can mean anything from a live dashboard to a high-fidelity simulation. Combining it with AI is powerful only when the twin represents the decisions the…
Read article ↗Machine vision projects become difficult when they leave the demo table and meet real production variability. Lighting, camera placement, cycle time, traceability and defect definitions matter as much…
Read article ↗AI agents can coordinate tools and workflows, but an OT environment punishes casual assumptions about autonomous action. A practical agent architecture keeps observation, reasoning and execution separated and…
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