AI service
Custom AI Solutions
Not every AI project is an agent. We build knowledge assistants over your documents, copilots inside your product, custom machine learning models and the analytics that make your data useful. Each solution starts from the problem and your data, not from a tool.
What we build
AI features built for your product and your data.
- 01
Knowledge assistants
Search and question answering over your documents, tickets and wikis, with sources shown.
- 02
In-product copilots
AI features inside your own application that help users draft, summarise, search and decide.
- 03
Chat and voice assistants
Conversational interfaces for customers or staff, on the web, in your app or on messaging channels.
- 04
Custom ML models
Models for prediction, classification and forecasting, trained and evaluated on your data.
- 05
Data analytics
Pipelines, dashboards and visualisations that turn raw data into something your team can act on.
- 06
AI consulting
A practical assessment of where AI will and will not help, with a prioritised roadmap.
The kind of thing we build
- A policy and product assistant for a support team
- A drafting copilot inside a SaaS product
- Demand forecasting from historical sales data
- A dashboard that brings operations data into one view
What you get
- Problem framing and data review
- Working solution in your environment
- Evaluation results on your data
- Deployment and monitoring
- Documentation and support
Typical stack
- Claude
- OpenAI
- Gemini
- Open-source LLMs
- Vector search
- Python
- PostgreSQL
- AWS
FAQ
Common questions
Do we need a lot of data to start?
Not always. Knowledge assistants and copilots work with the documents you already have. Custom predictive models need more history, and we check that in the data review before committing.
Can you add AI to an existing product?
Yes. We work with your team and codebase to add AI features without rebuilding what already works.
How do you keep answers accurate?
We ground responses in your own sources, show where an answer came from and test against a set of real questions before and after launch.
Products built with this service
Have a process that should run itself?
Tell us what your team spends too much time on. We will come back with a clear view of what can be automated and how we would build it.