Software Engineering Services

We build and operate production systems for engineering teams in the US, UK and Europe — agent infrastructure, model customisation, and the cloud platform work that keeps both affordable.

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AI & Agents

Agent systems, model customisation and the operational tooling that keeps them reliable in production.

Agentic AI Development Services

Autonomous agents that survive contact with production — with evals, guardrails and audit trails from day one.

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MCP Server Development Services

Custom MCP servers that expose your internal systems to AI agents without handing over the keys.

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LLM Fine-Tuning Services

Move the repetitive 80% of your traffic off frontier APIs and onto a small model you control.

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LLMOps & AI Agent Ops Consulting

The operational layer under your agents: traces, evals, regression gates and per-task cost accounting.

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Voice AI Agent Development

Voice agents that hold a real conversation — because we budget the latency before we write the prompt.

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AI & Machine Learning Development Services

Computer vision, predictive models and applied ML — the broader machine-learning practice behind our agent work.

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Cloud & Infrastructure

Cost control, Kubernetes and infrastructure-as-code for teams whose cloud bill has outgrown their tooling.

Product Engineering

Full-stack product delivery and process automation, from first commit to production scale.

Not sure which of these you need?

Describe the problem rather than the solution. We will tell you what it actually needs — including when the answer is that you do not need us.

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