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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The Data Problem Behind Manufacturing’s AI GAP w/ Deloitte | EP12 - The Connected Factory Podcast
A direct conversation on where manufacturing digitalization actually stands. Niklas and Britta discuss why scaling remains the core challenge, how organizational structure shapes digital success, and what physical AI means for Europe's competitive position.
Webinar: Getting started with UMH and platform updates
This webinar walks through deploying UMH with Docker Compose and configuring the redesigned Management Console. Topics include the new data flows UI with CSV-based tag configuration, bridge templating for replicating integrations across machines, and the roadmap for CLI-first AI pipelines.
Webinar: Getting started with Industrial Data w/ Brian Pribe
How fast can you connect your machines and start generating insights? In this webinar, we show how UMH Core makes deployments seamless - from spinning up instances in seconds to integrating PLCs and IO blocks, setting up pipelines, and creating alerts in Grafana.