I’ve been burned by vendor design guides before. You’ve probably been burned by vendor design guides before. You find one on a documentation portal, it’s got a great title, it has diagrams, it has CLI snippets, but then you notice it was last updated in 2021. The software version it references is three major versions behind. Half the features it talks about have been renamed or deprecated. The hardware it references? End of sale.
You close the tab. You’re on your own.
This is the quiet dirty secret of vendor “validated designs.” Vendors publish them, call them validated, and then let them sit on a website collecting digital dust while the actual product marches on without them. By the time you find the doc, it’s a historical artifact dressed up as a recommendation.
So when Nokia sat down at NFD40 and walked us through their Validated Design program, I was ready to be skeptical. And then Vivek Venugopal said something that made me actually pay attention.
What a Validated Design Actually Means at Nokia
The framing Vivek used came straight from his boss, Michael Bushong. “Build a network like you build an airplane.” The idea being that the risk of failure is unacceptable, so you don’t ship something until it’s been tested, validated, and documented to a standard you’d actually stake your reputation on.
The Nokia NVD workflow isn’t just “an engineer wrote a design guide.” It starts with real customer and field input — the first AI-focused NVD they released came from Lenovo telling Nokia “this is the t-shirt size our customers are actually asking for.” From there it goes through an ideation phase, review cycles with field-facing teams, a formal solutions requirements document, a full test suite, and hardware validation in Nokia’s labs. Real hardware. Real GPUs. Not just simulated.
The output is a tested reference architecture that covers the full stack — fabric design, underlay, overlay, storage, front-end, and even endpoint benchmarking against public ML Commons numbers. They’re not just validating that the switches talk to each other. They’re validating that the design actually performs when you put real AI workloads on top of it.
That’s already more rigorous than most of what gets labeled “validated” in this industry.
NVD with a Lifecycle
Here’s where it got interesting for me. Vivek mentioned that Nokia supports each NVD for a minimum of four years, and that they publish an updated version on a yearly cadence tied to a stable software release.
Let that sink in for a second.
Four years. Yearly updates. That’s not a design guide, that’s a product lifecycle. Vivek even said exactly that: “It works more like a product than a design choice.”
This matters more than it might seem on the surface. Most vendor-validated designs have an implicit shelf life of “until the team that wrote it moves on to something else.” There’s no commitment, no versioning, no update cadence. You find a reference architecture, you don’t know if it’s current, and you have no way of knowing when or if it’ll ever get updated.
Nokia is explicitly committing to something different. When you build a network based on one of their NVDs, you’re not just getting a starting point — you’re getting a documented, supported baseline that Nokia is on the hook to keep current. That changes the calculus on whether it’s actually useful versus a point-in-time document you’ll outgrow in 18 months.
Try Before You Buy — On Your Laptop
There’s another piece of this that’s worth calling out, especially for mid-market shops that don’t have a lab full of Nokia gear to test against.
Nokia is publishing the ContainerLab digital twins of their validated designs to a public GitHub repo. No license required, no Nokia account, no sales call. You can pull down a simulated version of the reference architecture, run it on whatever lab infrastructure you have — or apparently on your laptop on a transatlantic flight, as their EDA product manager Zeno demonstrated — and validate your intent before you ever touch real hardware.
The point Vivek made about this: try before you buy. Gives customers confidence that the design will actually work in their environment before they’ve committed to the hardware. For a midsized shop evaluating a fabric refresh or a first AI-adjacent deployment, that’s legitimately useful. You’re not flying blind based on marketing diagrams. You’re working from a tested design with a working simulation you can actually poke at.
Vivek was also clear that the NVDs aren’t rigid templates. They’re a validated starting point — the base tech stack, the underlay and overlay protocol choices, the platform combinations. From there, you customize to fit your environment. The value isn’t “do exactly this,” it’s “start here with confidence and adapt from a known-good baseline.”
Why This Matters for Midsized IT Teams
Let me be honest: most of the AI fabric content from Network Field Day was squarely aimed at people building clusters of thousands of GPUs. That’s not your average midsized IT shop.
But the NVD program is relevant at a different level. As Nokia expands the program to include designs beyond AI, including DCI, five-stage fabrics, and eventually service provider use cases, the validated design concept applies any time you’re making a significant infrastructure decision and want more than a vendor’s marketing diagrams to go on.
The ask I’d put to any vendor you’re evaluating: show me your validated design. Then ask when it was last updated, what the support lifecycle is, and whether there’s a testable simulation you can run. If the answer is “here’s a PDF from two years ago,” you know what you’re working with.
Nokia at least is putting a stake in the ground on what “validated” is supposed to mean. Whether the rest of the industry follows is a different question, but it raises the bar on what you should be expecting.
Final Thoughts
Validated designs are only as useful as the commitment behind them. A design that gets published and forgotten isn’t a validation, it’s a marketing document with diagrams. Four-year lifecycle, yearly update cadence, a public GitHub repo, and hardware-tested benchmarks, that’s a different level of commitment, and it’s worth recognizing when a vendor actually does the thing instead of just naming a thing.
The next time a vendor hands you a reference architecture, ask them when they’re going to update it. Their answer will tell you everything you need to know about how much they actually stand behind it.
