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Smart. Core to Kern.

AI that does real work.

We build AI for everyday use, connected to your own systems and data. From the first plan to working agents.

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  • Fixed price
  • On your own data
  • 100% your code, prompts and configuration

Where can AI take on work?

Using AI every day takes more than a good model. What data can it read? Who checks its answers? We also work out what happens when it doesn't know, and what it costs to run each month.

We start with work that needs judgement and takes up people's time. We look for uses where you can check the output.

What we build with AI

AI strategy & advice
A plan showing where AI would pay off and where it wouldn't, with a clear order for the work.
AI automation
Processes where the model does the step that takes judgement: assessing, summarising, sorting, pulling out what matters.
AI agents
Systems that finish a task across several steps, with checks and logging on each one.
AI integrations
Connecting models securely to your own systems, data and permissions.
Search your own data
Searching your own documents by meaning instead of exact words. With a link back to the source.
AI content production
Producing content at volume in your tone. A person reviews what goes out.
AI training & sessions
Practical sessions so your team can carry on with it themselves.

Does this replace my people?

No. The model does the groundwork and the repetition; the person decides. Anywhere there are consequences, we build in a check.

Prove it first, then build it.

  1. Pick one use case

    We choose work that comes up often and takes a lot of time or money.

  2. Test small

    A short test on your own data shows whether it's good enough. If it isn't, you know in weeks rather than after six months.

  3. Put it in production

    With permissions, logging, error handling and a clear point where a person steps in.

  4. Keep it current

    Models and prices change. We set out how you switch without rebuilding everything.

Does this need AI?

If a fixed rule or simple automation does the same job, we build that. It costs less and runs faster. It's also easier to explain how it works.

GameChef: an AI coding engine that writes structured projects

We built a coding agent that writes game code in a fixed, scalable way, guided by a vectorised library of code samples and a project template it fills in.

Screenshot of the GameChef editor on gamechef.dev: a browser editor with panels for code, art and sound.
The GameChef editor, live on gamechef.devgamechef.dev
Game development / AI SaaS

GameChef

A game engine in the browser with a visual editor and AI tools for code, art and sound.

Days, not weeks
Build time
Code, art and sound
Channels
Structured projects
Reliability
Read the case
  • AI code generation
  • Vector search
  • Browser game engine
  • Physics engine

Frequently asked questions

Where would AI save you most?

Not sure? That's the first question we answer together.

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