The Lab
Where the work happens
A UK lab. No tours or demos: the lab's time goes on your work.
Why a physical lab
We only recommend what we're prepared to build
Most advisory work has no cost of being wrong. A slide that doesn't survive contact with reality is still a slide that got paid for. We wanted the opposite: a place where frontier claims get tested before they reach your report, and where the products we recommend actually get built.
The lab gives us that. When a launch post claims a new capability, we run it here first and tell you what held up. When a concept is worth building, the same team builds it: software and AI against real data on the Edge platform, hardware designed and engineered in the lab. By the time something reaches you as a recommendation, we already know what it takes to make it work.
It also changes who you get. The engineers who write your quarterly report are the same people who spent last week getting a frontier model to run on-device. That's the difference between reading about the frontier and standing on it.
Inside the lab
Models, robots and devices, under one roof
Models
Frontier, on-device and in the cloud
Vision-language models, agentic systems and embodied AI, evaluated for what they actually do, not what the launch post claims. Most of what we build for clients starts here.
Robotics
On real hardware
A humanoid, a quadruped and drones on the floor. Manipulation, perception and mobility tested against real sensors and real constraints, not simulation alone.
Design
Red Dot device design
When a concept needs a physical product, we design and engineer it here: industrial design, electronics, enclosures and the print farm. Our device work has won multiple Red Dot awards.
From lab to product
Built here. Run by Expert Services.
Labs takes a concept all the way to a finished product. Then it hands over. Edge Expert Services hosts, operates and evolves what we build on the Edge platform, so the product keeps working long after the build is done.
That split is deliberate. Labs stays focused on the frontier and the next move for your business. Expert Services keeps what's live reliable. You get one group for the idea, the build and the years after, and Labs' attention stays on what it's for.
Edge Labs
The idea and the build- 01ConceptThe next move for your business, tested in the lab before it's recommended.
- 02BuildSoftware and AI against real data on the Edge platform. Hardware designed and engineered in the lab.
Expert Services
The years after- 03HostsOn the Edge platform.
- 04OperatesKeeps what's live reliable.
- 05EvolvesLong after the build is done.
Lab notes
What we've been building
Short, honest write-ups from the lab. What worked, what didn't, and what it means.
- N-07Getting a VLM to run on-device in under 200ms
- N-06Why our first agentic build failed, and the second didn't
- N-05What changed in embodied AI this quarter
Want one of these for your team? Ask at labs@edge.network
Put the lab to work on your industry
Tell us about your organisation and the change you're after. We'll come back with what the first report would cover, and what it would cost.