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Field notes from the industrial edge.
Points of view, engineering deep-dives and educational posts on running real-time AI and control loops in OT environments.
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- Read Helin’s articles on industrial operations, edge intelligence, and security.
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3 of 40 articles
Clear allOct 1, 2026 · 6 min
Industrial edge computing: what it is and how it works on real assets
Industrial edge computing runs software on hardware at the asset, so control decisions execute in under 100ms with no internet connection and data stays on site. How the three layers work, the four problems it solves, and where it runs today.
Edge ComputingComplianceOct 1, 2026 · 3 min
Edge computing in manufacturing: how distributed production facilities use local processing
Multi-site manufacturers run different machines, protocols and teams at every plant. How a governed edge deployment model works, what the Cyber Resilience Act changes, and when edge computing makes sense.
ManufacturingEdge ComputingComplianceFeb 4, 2026 · 6 min
Cybersecurity for Renewable Energy: risks, regulations, and 5 practical steps
In 2026, cyber threats are a core operational risk for renewable asset owners and operators. Why renewable assets are vulnerable, what NIS2 and the Cyber Resilience Act mean for you, and five practical steps to strengthen your defenses — from password hygiene to a rehearsed incident response plan.
Renewable EnergyCybersecurityCompliance