Control Design Magazine’s August 2025 cover story spotlighted Unified Namespace and featured insights from this article’s author, Jacob Clodfelter.
Your plant is generating more data than ever, so why is it still so hard to access?
The root of this problem is siloed systems. When systems can’t communicate, data gets trapped in each platform. That means you’re forced to manually pull data from each system in order to get a holistic view of your performance. But by the time that data is pulled, it’s already outdated, making real-time visibility nearly impossible. And the issue only gets worse as you add more systems. Ultimately, this lack of visibility prevents you from spotting inefficiencies and maximizing ROI.
To bridge these gaps, many manufacturers turn to system integration. However, not all integration approaches are created equal. In this article, we’ll explore the key differences between the digital thread model and Unified Namespace — and why the right choice can make all the difference.
Hear me break down this problem further in this video.
Exploring Digital Thread
Many integration efforts start with simple point-to-point connections like integrating a PLC and an MES. While this connection enables communication between the two systems, it falls short of delivering the holistic data needed for informed decision-making. To achieve this view, each system must be integrated into the broader ecosystem. That means creating individual point-to-point connections with every other system, a process known as the digital thread.
While the digital thread approach can work well in environments with only a few systems, it quickly becomes unsustainable as more systems are introduced, since each new system requires separate connections to every other existing system. For example, connecting a PLC to a data warehouse, ERP, SCADA, MES, and CMMS means building five separate integrations — then repeating the process for the data warehouse, and so on. The result is a rapidly expanding web of one-off connections. With each new system, the number of required integrations increases significantly, and so does the effort to manage and maintain them.
What started as a straightforward approach quickly becomes expensive and time-consuming.
Unpacking Unified Namespace
This is where Unified Namespace (UNS) comes in. In this architecture, instead of building a separate connection between every system, each one connects just once to a middleware data bus. From there, data can flow freely between all systems, making integration much simpler, faster, and easier to manage.
The ability to easily share data across systems gives you real-time access to the information that matters most. This improves visibility and supports more agile, data-driven operations. And, as you continue to adopt new systems, they can be integrated into the architecture without rework or disruption.
Getting Started with UNS
Compared to the digital thread approach, the advantages of UNS are clear. It provides manufacturers with real-time visibility, seamless system integration, and a scalable foundation for long-term growth. These capabilities are critical for manufacturers looking to stay competitive in today’s landscape.
If you’re ready to start implementing UNS, we’re here to help. Our team of experienced engineers will work closely with you to design, build, and deploy a robust UNS architecture — one that simplifies data collection, streamlines integration, and supports faster, smarter decision-making across your operations.
Contact us today to get started.
