What we're building. What we're thinking. What the community is learning.

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.

In this demo we explain how to connect SparkplugB-enabled devices with UMH Core. By setting up a read bridge, you can subscribe to device groups, stream data in real time, and extend the flow to databases or additional brokers.

Alex talks with Heiko, co-founder of Anticipate, about how AI and computer vision improve quality inspection. They cover the shift from rule-based to deep learning, challenges of legacy integration, and why starting small with pilots builds momentum for scalable shop-floor impact.

In this webinar we showcase UMH Core - a streamlined version of the UMH platform, packaged into a single Docker container with no need for Kubernetes.

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 %.

Discover why most factory-floor LLM demos break apart in production - and how a generate → freeze → test workflow instead turns "AI" into reliable, audit-grade pipelines instead of costly surprises.

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.

With the new native Ethernet/IP (CIP) input in benthos-umh, you can harvest live tag data from CompactLogix, ControlLogix, Micro800 (and more) and stream it directly through UMH’s high-throughput pipeline. One YAML file, one Docker run, and your plant telemetry is real-time-ready.

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.