Welcome to the Architect's Guide to Data Modeling in Manufacturing in UNS-based Architectures. This guide will provide a comprehensive exploration of data modeling in the manufacturing industry, focusing on the fundamental components of Unified Namespace (UNS) architecture.
Most manufacturing software looks great in demos but fails on the shop floor -clunky interfaces, missing features, and frustrating workflows. In this 3-part series, we explain why and how UMH takes a different approach with open source, real IT/OT best practices, and a strong focus on user.
Encountering DNS resolution problems when installing United Manufacturing Hub (UMH) on Hetzner servers? This tutorial explains why the issue occurs and provides a step-by-step solution to ensure a smooth installation.
Yes, we’ve made it possible to bring Node-RED-style simplicity into Benthos pipelines, enabling your chosen LLM to handle tedious manufacturing connectivity and contextualization tasks—whether you’re prototyping or managing production-grade data flows.
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