About setloop.io

A consultancy for companies building GPU workloads and GPU cloud platforms.

UK-based. Delivering across the UK and EU.

Who is Setloop?

Setloop is a UK-based, independent technical consultancy specialising in AI systems architecture, protocol engineering, and production GPU infrastructure. We help enterprise teams turn ambiguous AI workload requirements into practical, scalable architecture, product, and platform decisions.

What do we build and advise on?

Setloop has designed and delivered robust GPU compute infrastructure, distributed model-serving systems (utilizing vLLM/SGLang), distributed training networks, multi-tenant cloud platforms, and secure AI platforms for startups, enterprises, and regulated organisations. We ensure that our clients avoid the common pitfalls that cause over 60% of AI projects to stall during infrastructure scaling.

Who do we work with?

Our independent consultancy partners with companies planning GPU workloads, datacentre operators, GPU cloud providers, CTOs, founders, and enterprise AI teams.

Experience

Where the work has been done.

01Production GPU compute infrastructure
02GPU Cloud product and platform architecture
03Distributed LLM inference using vLLM and SGLang
04DDP, FSDP, and DiLoCo distributed training workflows
05Custom P2P network stacks
06GPU verification protocols
07Multi-tenant security architecture
08Kubernetes, Terraform, cloud, SRE, and observability
09Rust, Python, Golang, TypeScript, Solidity
10Platform and infrastructure engineering leadership at scale
11Independent technical evaluation for investors and acquirers
12Reference architectures for AI factories and neo-clouds
13Private and sovereign AI deployments for regulated organisations
Next

Work together.

Engagements range from short GPU reviews to ongoing fractional architect roles.