About setloop.io

An AI infrastructure consultancy for GPU platforms, AI factories, and private AI.

UK-based. Delivering across the UK and EU.

setloop.io is a UK-based consultancy specialising in systems architecture, protocol engineering, and production AI infrastructure. The practice brings deep distributed systems and cloud platform experience to organisations building serious GPU and AI infrastructure.

setloop.io has designed and delivered GPU compute infrastructure, distributed model-serving systems, decentralised training networks, multi-tenant cloud platforms, and secure data platforms for startups, enterprises, and regulated organisations.

The consultancy is independent and works with CTOs, founders, datacentre operators, neo-clouds, and enterprise AI teams across the UK and EU.

Experience

Where the work has been done.

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

Work together.

Engagements range from short infrastructure assessments to ongoing fractional architect roles.