An Architect's Guide to Data Modeling in Manufacturing in UNS-based Architectures

UMH introduces Benthos-based data bridges and automated Helm upgrades, enhancing reliability, maintainability and user experience. Explore how these updates simplify maintenance, optimize data flows, and enable custom data contracts.

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.

ℹ️This is still work in progress. Feedback is appreciated. OT Data Models are the initial point of data generation, and they come in two forms: Specific Operational Models, and Generalized abstracted Data Models. Specific Operational Models Specific Operational Models provide a general understanding of how the process works, and define tags and their possible values. These models are designed to explain how a particular machine or process operates in a manufacturing environment. Here are som