Capabilities
Everything it takes to ship AI.
The AI is one layer. We build the rest of the product around it, from the interface people use to the data wiring behind it, so what we ship reaches production and stays live.
End to end
One team for every layer.
A shipped AI product is more than a model. These are the layers we design, build and run as one team.
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Interface
The website, apps and screens your people and customers use all day.
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Intelligence
The agents and models that do the work, grounded in your systems.
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Growth
Fast pages and structured content, so people and AI search can find it.
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Data & integrations
Typed, safe connections and pipelines into the tools you already run.
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Reliability
Evals, guardrails, observability and cost control on every action.
What we build
Capabilities, in depth.
Hire us for one layer or the whole stack. Each capability comes with concrete deliverables you can point to.
AI agents
Autonomous coworkers for real roles: support, operations, documents and data.
- Support & operations agents
- Docs-grounded RAG with MCP tools
- Evals, guardrails & cost control
AI consulting
We map your workflows, find where AI pays off, and roll it out with your team.
- Workflow & opportunity audit
- Prioritised AI roadmap
- Rollout & team enablement
Web & apps
Fast, accessible sites and apps that house the AI.
- Marketing sites & web apps
- Astro and Next.js builds
- Performance and accessibility checks
Product design
Interfaces designed on one quiet system.
- UX & UI design
- Design systems and tokens
- Prototypes through to production
SEO & GEO
Technical SEO, structured data and content for Google and AI search.
- Technical SEO & structured data
- Content built to be cited
- AI-search (GEO) visibility
Integrations & data
Typed, safe connections into the systems you already run.
- API & tool integrations
- RAG and data pipelines
- Automation with n8n and MCP
The toolkit
What we build with.
We stay provider-agnostic and pick per task, so you can switch models and tools later without a rebuild.
Models & AI
- Claude
- GPT
- Open models
- RAG
- MCP
Automation & evals
- n8n
- Agent workflows
- Evals
- Guardrails
Build & host
- Astro
- Next.js
- TypeScript
- Cloudflare
Data & integrations
- Vector search
- Data pipelines
- Your existing APIs
Already have a stack? We build into it. You keep ownership of the code, prompts and infrastructure.
How it fits
One team, from idea to production.
You don't manage five vendors. We scope the layers you need, build them in one weekly cycle, and run what we ship, so nothing gets lost in the handoffs between teams.
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Scoped together
One proposal covers each layer you need, at a fixed price or on retainer.
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Built together
Design, engineering and AI move in the same weekly cycle, on one demo.
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Run together
We operate what we ship and hand you the dashboards and runbooks.
Built for European teams
Reliable, private, yours.
Reliability, privacy and cost control aren't add-ons. They're how we build from day one.
Hosted in the EU. Your data stays in your boundary; nothing trains external models.
Data minimisation, retention controls and audit logs on every action.
Code, prompts, evals and infrastructure live in your repos and your cloud. No lock-in.
Sensitive actions gated behind approval and rollback. Nothing ships unmonitored.
Questions? Answered.
Before you book.
Do you only do AI?
No. The AI is one layer. We also build the product it lives in: the website or app, the design, the SEO and the integrations. Hire us for one layer or the whole stack.
Can you build into our existing stack?
Yes. We work with the systems and tools you already run and connect through typed, safe integrations. You keep ownership of the code, prompts and infrastructure from day one.
Which models and tools do you use?
Whatever fits the task. We stay provider-agnostic across Claude, GPT and open models, and wire in tools through MCP and n8n, so you can switch later without a rebuild.
Can you build just the website, without AI?
Yes. Web, apps, design and SEO stand on their own.
How does a project start?
A 30-minute call, then a technical proposal. Fixed price or retainer. We scope only the layers you need.
Who owns what you build?
You do. Code, prompts, evals and infrastructure live in your repos and your cloud. If we part ways, everything keeps running without us.
Let's put AI to work.
Tell us the workflow that's eating your team's time. We'll tell you if it's buildable, on the first call.
30-min call → proposal. Fixed price or retainer. No commitment.