Further resources
Why do we need Operational Technology (OT)?
Why Operational Technology is essential, especially if you come from an IT background? In this video, we break down the key differences between IT and OT, and explain why OT is critical for real-time control in industrial environments.

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Downsampling in Industrial IoT: From Dead-Band to Swinging Door Trending
Master Industrial IoT downsampling in minutes: compare lossless compression to lossy tricks like report-by-exception, dead-band filtering and swinging-door trending. Learn how UMH-Core applies them at the edge to slash Unified Namespace bandwidth and historian storage by up to 98 %.

Bridging IT and OT: Closing the skill Gap w/ The IT/OT Insider | EP10 - The Connected Factory podcast
In this episode, hosts Alex and Jeremy talk with David Ariens about closing the IT/OT gap, covering infrastructure convergence, joint cybersecurity, and how shared language and trust turn siloed teams into true partners.

Webinar: Digital Product Shadow and Batch Tracking
In this webinar you will learn how to model industrial data, create a digital product shadow, and build real-time dashboards using a Unified Namespace to drive operational efficiency.