AI development that does real work in your business
An assistant that answers from your documents, a pipeline that reads your paperwork, a feature in your product that summarises or suggests. We build on Claude, OpenAI, Gemini or an open model run privately, test it against real cases before launch and keep your data in your accounts, with a written proposal before we start.
What we build
AI that does a job in your business: an assistant that answers from your own documents, a pipeline that reads invoices and contracts, a feature in your product that summarises, searches or suggests. Built on Claude, OpenAI, Gemini or an open model run privately, with evaluation, guardrails and cost control before anything reaches a customer.
- Customer assistantWebsite and in-app chat that answers, books and hands over to a person when needed.
- Internal knowledge assistantYour team asks questions across documents, wikis and tickets and gets sourced answers.
- Document automationExtraction, classification and summaries for the paperwork that eats your week.
- AI features in your productSearch, summaries, suggestions and generation added to an existing app.
- Agents and workflowsMulti-step tasks carried out across your tools with checks and approvals.
- Voice and multilingualSpeech in and out, translation and localisation across the languages your customers use.
What you get
From idea to answers, fast.
A grounded assistant over your documents is usually live within a month. The first week goes on your data and the questions customers actually ask, the rest on quality.
Streaming, so nobody waits.
Answers start appearing within two seconds and stream in as they are generated. Slow responses are the fastest way to lose trust in an assistant.
Never tied to one model.
Claude, OpenAI, Gemini, Mistral AI or an open model through Ollama. We choose per task and keep the switch cheap, so a better or cheaper model next year is a configuration change.
Nothing trains on your data.
Models run under your own API accounts with training disabled, or privately on your infrastructure. Documents, embeddings and logs stay with you.
How it works
- 01
Discovery
Which task, which data, which languages, and what good looks like. We collect real examples and agree on how success is measured.
- 02
Prototype
A working prototype on your data within the first two weeks, tested with your team against the examples we collected.
- 03
Build and evaluate
The full product: interface, retrieval, guardrails, evaluation runs and cost controls. Quality is scored after every change.
- 04
Launch and improve
Production deployment, monitoring of answers and costs, and a monthly review of what people ask and where the assistant falls short.
What is included
- Assistants that know your businessA chat assistant grounded in your documents, prices and policies, answering in every language you serve.
- Retrieval over your dataAnswers drawn from your own files and database with sources shown, not guesses.
- Document processingInvoices, contracts, forms and emails read, classified and turned into structured data.
- Evaluation and guardrailsTest sets, quality scores and limits on what the model may do before anything reaches customers.
- Cost and usage controlCaching, routing and budgets so the bill stays predictable as usage grows.
Services
AI is only useful when it is right often enough to be trusted.
We build the parts that make it trustworthy: your own data behind every answer, a test set that proves quality, limits on what it may do and a person one click away.
A demo is easy. A product is the work.
Anyone can make a model answer a question in an afternoon. The hard part is the thousandth question: the one about a discontinued product, asked in Greek, by a customer who is already annoyed. That is where unmeasured assistants fail, and where the difference between a demo and a product shows.
We build for the thousandth question. Retrieval over your real documents, a test set drawn from real conversations, a quality score after every change, guardrails for what the model may not do and a clean handover to a person. The model is the smallest part of the work.
Questions and answers
Other services
Website developmentFast, multilingual business websites and online shops, designed from scratch and built to be found.
Corporate portalsClient portals, intranets and internal tools that replace spreadsheets and email threads.
MVP developmentA first version of your product in weeks, built to test, measure and grow.
Mobile app developmentiOS and Android apps for your customers or your team, connected to your website and systems.
SaaS developmentSubscription products built to grow: accounts, billing, roles and an admin panel, on a stack your next developer will know.
AI for development teamsAI-assisted development set up for your team: Claude Code, Cursor and Copilot configured, guidelines written and your codebase made agent-ready.
Get a quote for your AI project
Tell us which task the AI should take over and which data it should use. You get a written proposal with approach, models, timeline and cost within one working day.
- 1We reply within one working day
- 2A short call to understand your goals and what you have today
- 3A written proposal with scope, timeline and cost, no obligation
