🤖 AI Engineering
AI can genuinely transform a product - or it can be an expensive distraction. We help you tell the difference, then build AI-powered apps from scratch or add smart features to what you already have - grounded in solid engineering, not hype.
Does this sound like you
The founder with an AI-first idea
Your product only makes sense with AI at its core, and you need to build it properly from day one. You want a partner who can take it from concept to a working product - and who knows the difference between a clever demo and something you can actually ship.
The team adding AI to what they have
You've got a product that works, and you can see where AI could make it dramatically better - or where you're at risk of being left behind. You want those features built into your existing app the right way, without disrupting everything else.
The founder cutting through the hype
Everyone's telling you that you need AI, but nobody's telling you where it actually helps. You want an honest read on where AI adds real value in your product - and where it's a distraction that'll cost you time and money.
How we can help
From figuring out where AI fits to shipping it in production
Find where AI helps
- Work out where AI genuinely adds value - not AI for its own sake
- Pick the highest-leverage use cases to tackle first
- Sanity-check feasibility before you commit real budget
- An honest read that cuts through the hype
Build AI features
- LLM-powered chat and assistants tailored to your product
- Retrieval-augmented answers grounded in your own documents and data
- Structured data extraction from documents, emails, or forms
- AI agents that can take multi-step actions on a user's behalf
Get the foundations right
- Solid data foundations underneath the AI
- Evaluation so you can trust what the model produces
- Sensible costs, latency, and fallbacks in production
- Built to be maintained, monitored, and improved
How we work
From first idea to reliable AI running in production
Explore
We start with your product and your goals, and map where AI could genuinely move the needle. You get a clear, honest view of the opportunities - and the ones worth ignoring.
Prototype
We build a focused proof of concept around the most promising use case, so we can test quality and feasibility on your real data before committing to a full build.
Build
We turn the prototype into a production-ready feature - with the data foundations, evaluation, and guardrails that separate a reliable product from an impressive demo.
Improve
AI products are never done at launch. We monitor how it performs with real users, keep an eye on cost and quality, and keep improving it as the models and your needs evolve.
Frequently asked questions
Do I actually need AI in my product?
Maybe not - and we'll tell you straight if that's the case. AI is a tool, not a goal. We start by finding where it genuinely adds value for your users, and we're just as happy to talk you out of a use case that won't earn its keep as we are to build one that will.
Can you add AI to my existing app?
Yes, and it's one of the most common things we do. We build AI features into your existing product the right way - integrated cleanly, grounded in your data, and without destabilising the rest of the app.
What kinds of AI features can you build?
A wide range - natural-language chat and assistants, semantic search, document and data extraction, summarisation, classification, recommendations, and workflow automation. The right one depends on your product and your users, which is exactly what we help you figure out.
How do you keep AI features reliable?
Language models are powerful but unpredictable, so we treat reliability as an engineering problem. That means grounding responses in your data, adding evaluation to measure quality, putting guardrails and fallbacks in place, and monitoring behaviour in production - so you get something you can actually trust, not just a good demo.
Which AI models and providers do you use?
We're not tied to any one provider. We pick the model that fits the job - balancing quality, cost, latency, and privacy - and design things so you can switch as the landscape changes, which it does constantly.
What about data privacy and security?
It's front of mind. We're careful about what data goes where, we favour providers and configurations that don't train on your data, and we build with the same security practices we'd apply to any product handling sensitive information. If you have specific compliance requirements, we'll design around them.
Contact us
Have a project in mind - or need someone senior to help steer your tech decisions? Let us know and we'll be in touch.
Message sent
Thanks for reaching out - we'll read your message and get back to you in the next few days.
What happens next?
We'll read your message in the next few days
We schedule a 30 min intro call, no strings attached
We'll send a proposal and any NDAs as required
If we're the right fit for each other, we can get started