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Systems Architecture & Engineering
End-to-end product architecture, custom networking protocols, and localized deployment. We design and build robust infrastructure capable of handling intensive workloads.
R&D STUDIO · AI & SYSTEMS
We bridge the gap between speculative research and hardened, local-first production infrastructure. When off-the-shelf APIs fail, we build what's next.
Team Dub Labs Ltd works where systems engineering meets frontier AI. Most shops do one or the other — publish papers, or build to spec. We take the hard part in between: the unproven, the unsolved, the thing with no off-the-shelf answer — and we make it run, locally, in production.
Then we carry it all the way to a system you can run. The lab is where the hard problems get solved. The studio is how they reach you.
End-to-end product architecture, custom networking protocols, and localized deployment. We design and build robust infrastructure capable of handling intensive workloads.
Local LLMs, multi-agent systems, and retrieval pipelines wired into your own data — not someone else’s API. Intelligence that runs on your infrastructure.
The deep-tech problems with no off-the-shelf answers. Custom evaluation harnesses, complex automation loops, and prototyping novel execution layers under tight technical constraints.
Short, high-impact engagements to stress-test your system’s architecture, security boundaries, or AI evaluation pipelines before moving to wide-scale production.
The active research threads behind the studio — what client work is drawn from, and what we ship.
7 active threads · drawn on for client work
Tell us what you’re building. We reply within one business day with whether it’s a fit, who’d work on it, and a suggested first step.
Get in touch
contact@teamdub.com ↗A few sentences on what you’re building, the team, and the timeline gets us to a useful first reply fastest.