Incident Reporting in OT: Playbooks That Meet NIS2 Deadlines

Incident Reporting in OT: Playbooks That Meet NIS2 Deadlines Under the NIS2 Directive, incidents must be reported to national authorities within...

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NIS2 for Plant Managers: What You Must Do Before Your Next Audit

NIS2 for Plant Managers: What You Must Do Before Your Next Audit The EU’s NIS2 Directive (Network and Information Security Directive) is re...

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How to Run a 5G Pilot in a Factory in 60 Days

How to Run a 5G Pilot in a Factory in 60 Days Private 5G sounds complex — but a focused pilot project can prove its value in less than two...

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5G vs Wi-Fi 7 for Industrial Environments: A Decision Guide

5G vs Wi-Fi 7 for Industrial Environments: A Decision Guide Industrial wireless networking is entering a new era. With both private 5G and Wi-Fi...

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Designing RF for AMRs and Cobots: Interference, Handover, Uptime

Designing RF for AMRs and Cobots: Interference, Handover, Uptime Autonomous Mobile Robots (AMRs) and collaborative robots rely on continuous conn...

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URLLC, Slicing, and TSN Integration: What Matters for Robots

URLLC, Slicing, and TSN Integration: What Matters for Robots Robotic systems are increasingly wireless — but only if the network can match...

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Private 5G on the Shop Floor: When Wi-Fi Isn’t Enough

Private 5G on the Shop Floor: When Wi-Fi Isn’t Enough Industrial networks are pushing the limits of wireless reliability. As factories depl...

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UNS Anti-Patterns: How Good Intentions Create Data Swamps

UNS Anti-Patterns: How Good Intentions Create Data Swamps Implementing a Unified Namespace (UNS) is not just about connecting everything —...

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MQTT + Kafka + OPC UA: A Modern OT/IT Data Backbone

MQTT + Kafka + OPC UA: A Modern OT/IT Data Backbone The convergence of OT and IT is accelerating, and data pipelines must now handle both real-ti...

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Building an Enterprise UNS: Naming, Ownership, and Data Governance

Building an Enterprise UNS: Naming, Ownership, and Data Governance Once a Unified Namespace (UNS) exists at plant level, the next challenge is sc...

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Sparkplug B vs Plain MQTT: What Manufacturers Actually Need

Sparkplug B vs Plain MQTT: What Manufacturers Actually Need MQTT is the backbone protocol for modern industrial data. But plain MQTT lacks contex...

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Unified Namespace in Practice: Topic Taxonomy That Scales

Unified Namespace in Practice: Topic Taxonomy That Scales The Unified Namespace (UNS) has become the backbone of Industry 4.0 architectures. It p...

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Vendor Interoperability Check: What to Ask Before You Buy

Vendor Interoperability Check: What to Ask Before You Buy With OPC UA over TSN promising true multi-vendor interoperability, it’s tempting...

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Testing TSN in Brownfield: How to Pilot Without a Full Rip-and-Replace

Testing TSN in Brownfield: How to Pilot Without a Full Rip-and-Replace Time-Sensitive Networking (TSN) promises deterministic Ethernet for indust...

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PubSub, Time Sync, and Security: The Core Patterns of OPC UA over TSN

PubSub, Time Sync, and Security: The Core Patterns of OPC UA over TSN OPC UA over TSN (Time-Sensitive Networking) is the backbone of industrial E...

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From Fieldbus to Ethernet: Migration Paths That Don’t Break Production

From Fieldbus to Ethernet: Migration Paths That Don’t Break Production Industrial networks have evolved from isolated fieldbuses to converg...

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Latency Budgets for the Real World: Designing Edge AI Pipelines

Latency Budgets for the Real World: Designing Edge AI Pipelines Latency determines whether your Edge AI system is practical or just a demo. Every...

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Containerized OT: Running AI Safely Next to PLCs

Containerized OT: Running AI Safely Next to PLCs Traditionally, PLCs operated in deterministic environments while IT workloads stayed far away. B...

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Jetson, OpenVINO, or ROCm? Selecting Edge AI Hardware for Vision and Robotics

Jetson, OpenVINO, or ROCm? Selecting Edge AI Hardware for Vision and Robotics Running AI in production isn’t just about models—it&rsq...

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Build vs Buy: Choosing Edge Inference Runtimes for Harsh Environments

Build vs Buy: Choosing Edge Inference Runtimes for Harsh Environments Deploying AI at the edge often starts with a proof of concept—but pro...

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