Question 1

What services does KREO provide?

Accepted Answer

Artificial intelligence engineering, data science and design architecture: local and on-prem LLM serving, GPU-optimised inference, MLOps and fine-tuning, statistical modelling and analysis, agentic systems, and the design systems and interfaces that make them usable.

Question 2

What kind of firm is KREO a fit for?

Accepted Answer

Firms that cannot send their data to someone else's cloud: regulated industries, marine and engineering, media and broadcast, and any team that needs its systems to run on its own hardware. If a hosted cloud API is genuinely the better answer for your case, the audit will say so.

Question 3

Where is KREO based?

Accepted Answer

In Plymouth, Devon. I live and work in the Greater Plymouth area, and I was born and raised in Greater Manchester where I keep strong working ties, so engagements run on-site across the South West, in Manchester, and remotely throughout the United Kingdom.

Question 4

Can AI systems run privately on our own hardware?

Accepted Answer

Yes. Private, on-prem AI is the core specialism: open-weight language models served on your own GPUs or private cloud mean no data leaves your environment and no dependency on third-party APIs. For regulated or client-confidential work this is often the deciding factor.

Question 5

Who does the work?

Accepted Answer

Brandon Allen, directly. KREO is an independent practice, not an agency: one accountable engineer across architecture, data science, implementation and deployment, with every system documented and handed over so your team can run it.

Question 6

Can I see examples of your AI applications?

Accepted Answer

Not publicly. The applications I design and engineer with artificial intelligence are built for client environments and run on client hardware, so they are not exhibited on this site. Viewings are available on request: contact me directly and I will demonstrate live systems relevant to your sector and discuss how the same engineering could assist you.

Question 7

How does an engagement begin?

Accepted Answer

With a short scoping conversation, then a one-week audit: a written assessment of what is worth building, quoted in writing before it starts. Nothing larger is committed until that says proceed. Email brandon@kreostudio.co.uk or use the contact form and I will reply with an honest read on feasibility and the clearest next step.

Interpretability

OpenAI Fired Its Safety Team. Now They're Warning the Board About the One Thing It Can't See.

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