We do five things. We do them well.
Autonomous AI Agents
Software agents that carry out multi-step work across your tools and APIs. You set the goal, and the agent plans the steps and does the work, checking with you before anything risky.
RAG & Knowledge Systems
We connect language models to your own documents and databases, and tune the retrieval so answers come from your data, with sources you can check rather than best guesses.
Fine-Tuning & Custom Models
Sometimes a smaller model trained on your data beats a giant general one, at a fraction of the cost. We train, evaluate, and deploy those models around your specific workflow.
Workflow Automation
Somewhere in your company, someone is copying orders from an email into a spreadsheet, or invoices from an inbox into accounting. We connect the tools so that work disappears - self-hosted on open-source software, with anything unclear routed to a person.
Cost Optimisation
If your AI bill is climbing faster than your usage, something is wrong. We cut spend with model routing, caching, and prompts that stop wasting tokens.
Website & Online Presence
For teams that first need a proper site: fast, findable on Google, with the basics done right.
Not everything starts with a model.
Not every project needs a model. Sometimes the useful thing is a website that loads fast and gets found - and the boring parts, like structure, metadata, and analytics, done properly. Fixed price, scoped in a free call.
Website & Online Presence
We build small sites the way we build systems: fast to load, readable to search engines, and wired with analytics from day one so you can see where enquiries come from. If the local basics matter - Google Business Profile, directory listings - we set those up too.
- A small site that loads fast and reads well to Google
- Titles, descriptions, and page structure done properly
- Analytics wired in from day one
- Google Business Profile and directory listings set up
- Self-hosted business tools (ERPNext) set up alongside, when that's useful
- A maintenance retainer if you'd rather not touch it
From problem to production.
Discovery & Scoping
We start by learning how the work actually gets done today, then scope what is honestly worth building. Sometimes the answer is less than you hoped for, and you need to hear that early.
Prototype on real data
Within a few weeks you see a working prototype running on your data. If it doesn't convince you, we stop there and you've lost a few weeks, not a year.
Build & ship
We build the full system, test it, and deploy it. It has to hold up with real users doing real work, week after week.
Support & iterate
Data drifts and models age. We stay on after launch to keep the system healthy and improve it as your needs change.
Scope a system together.
Every project starts with a discovery call. We'll be straight about what's realistic.