AI & Data Solutions
Most AI projects fail because nobody agreed what success looked like. We start from a task that is currently expensive, slow or error-prone, measure how it performs today, then build the smallest thing that beats that number — and show you the evidence.
Outcomes
What you should expect to change
We agree these before the build starts and measure against them at handover — so “done” is a number rather than an opinion.
Document, claims and onboarding workflows that run in minutes instead of days
Answers drawn from your own documents, with citations back to the source
Dashboards that tell you what changed this week and why, not just what happened
Capabilities
Everything included under ai & data solutions
Applied AI
Document understanding, classification, extraction and retrieval-augmented assistants grounded in your own content — with evaluations, not vibes.
Process automation
The repetitive middle of a workflow handled automatically, with a human kept in the loop exactly where the cost of being wrong is high.
Data platforms
Pipelines, warehouses and modelling that turn scattered operational data into one set of numbers everyone in the meeting agrees on.
Analytics & reporting
Decision-ready dashboards built around the questions your team actually asks, refreshed on a schedule you can rely on.
Typical stack
- Python
- PostgreSQL
- dbt
- LLM APIs
- Vector search
We pick tools your next engineer will recognise. Nothing exotic goes into production unless it earns its place and we have said why in writing.
Process
Four stages, start to support
Discover
We sit with the people who will use the thing, map the workflow as it really is, and write down what success will be measured against.
Design
Architecture and interface decided together, as clickable screens you can react to — long before the expensive part begins.
Build
Two-week increments, each ending in something running on a real URL. You see progress continuously, not at a launch party.
Support
Handover with documentation, monitoring and a named engineer — then an agreed response time for as long as you want us around.
Also from us
The other three
Next step
Ready to talk ai & data solutions?
Send us the problem in a paragraph. We will reply with what we would do first, roughly what it costs, and whether we are the right people for it.