Blog
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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4 of 40 articles
Clear allOct 1, 2026 · 3 min
Edge computing in oil and gas: how drilling rigs handle operations without reliable connectivity
Satellite links add latency and drop out. Why safety and control decisions on a drilling rig have to execute at the rig, and what that means for data sovereignty, NIS2 and governance offshore.
Oil & GasEdge ComputingSafetyJul 22, 2026 · 6 min
Seeing the Human Layer: Helin Brings Edge Vision AI to Industrial Operations on Azure
Helin and Microsoft are launching a joint solution that brings edge vision-AI to industrial operations on Azure. Built on Azure Machine Learning, IoT Hub, Device Registry and Microsoft Fabric, and available on Azure Marketplace.
Vision AIEdge ComputingCloud & AzureSafetyApr 13, 2026 · 6 min
Advanced analytics in red zone management
This article explores how advanced analytics in red zone management transforms real-time safety data into powerful operational intelligence, revealing hidden inefficiencies, behavioral patterns, and opportunities for optimization. By combining insights like exposure and intrusions with video and operational data, organizations can move beyond reactive safety measures and start redesigning workflows for both safer and more efficient performance.
Oil & GasSafetyData & AnalyticsFeb 18, 2026 · 4 min
From delayed insight to real-time awareness: how edge technology is advancing offshore rig safety
As rigs grow more automated and operations more complex, delayed visibility is no longer acceptable. How Safety 4.0 combines edge computing, vision AI and rig-to-shore collaboration to give crews instant awareness of the most hazardous parts of the operation.
Oil & GasSafetyEdge ComputingVision AI