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Define Your Unified Namespace – Insights and Learnings from the Field The Unified Namespace (UNS) has become a cornerstone of modern industrial data architectures – but how do you implement it successfully? Many companies struggle to define a UNS that meets their specific needs, scales efficiently and integrates seamlessly with existing systems. In this expert panel, MaibornWolff and Cybus share their practical experience from real-world UNS projects, covering what works, what doesn’t and what it takes to get it right. --- Key takeaways: Structuring the UNS effectively – key principles for defining a scalable and maintainable data model Implementation pitfalls and lessons learned – avoiding common mistakes in ISA-95 environments Making UNS work across teams and organizations – best practices for adoption, governance and long-term success --- 00:00 Intro 02:52 What is Unified Namespace? 05:23 Why do companies start a Unified Namespace? 08:40 Which frameworks do companies use? 11:16 Is it possible to have multiple overlapping hierarchies in the Unified Namespace? 13:10 Is it difficult to maintain a Unified Namespace? 21:51 How can "report by exception" be leveraged to avoid sending static data repeatedly? 25:43 What is the cost and time to transform "spaghetti data" to a Unified Namespace? 35:26 Best practices for versioning in Unified Namespace? 37:33 How to best define your hierarchy or data model for reusability? 41:03 Last words from the guests