What we build, and how we think about AI.
Four capabilities that work as one engagement. We're deliberate about AI: it goes in where it measurably improves the result, and stays out where it adds risk without reward.
Bespoke software development
Production systems built to your specification, owned by you, and maintainable by your team.
Web platforms & portals
Customer-facing and internal apps with the reliability your operation depends on.
Integrations
Connecting CRMs, data providers and legacy systems so information flows without re-keying.
Data engineering
Pipelines, matching and enrichment that keep your data accurate and ready to use.
Maintenance & support
Long-term stewardship — we stay accountable for what we ship.
AI inside the software
Model-backed features that do real work for users, built with the same rigour as the rest of the system.
Retrieval & RAG
Answering from your own documents and data, with citations and guardrails.
Classification & extraction
Turning unstructured documents into structured, checkable fields.
Matching & dedup
Entity resolution that gets the records right — a decade of pedigree here.
Copilots
In-context assistance that speeds up expert work without replacing judgement.
Business process consultancy
We re-design how the work happens before we write a line of code — technology serves the process.
Process mapping
Tracing the real workflow, including the workarounds nobody documents.
Operating models
Designing roles, hand-offs and controls around the outcome you need.
Automation strategy
A clear-eyed view of what to automate, what to assist, and what to leave alone.
Change & adoption
Helping your people actually work the new way.
Agentic AI in your processes
Multi-step AI workers that carry tasks end to end — built for environments where being wrong is expensive.
Agent design
Scoping what an agent owns, what it escalates, and where it stops.
Human-in-the-loop
People approve consequential decisions; agents handle the legwork.
Auditability
Every action and rationale logged, for compliance and for trust.
Evaluation
Continuous testing so quality is measured, not assumed.
Four stages, each ending in something you can use
Discover
We learn the work, the data and the constraints.
- Process & data audit
- Success metrics
- Risk & compliance map
Design
We shape architecture, interface and AI strategy.
- Solution architecture
- Where AI helps
- Scoped to spec
Build
We ship in short increments you review.
- Working software
- Fortnightly demos
- Tested & evaluated
Embed
We make it stick inside your team.
- Training & handover
- Instrumentation
- Ongoing support
Where AI earned its place
Start a projectHuman-in-the-loop AML/KYC review
An agentic onboarding workflow that reads documents, runs checks and prepares an audited recommendation for analyst sign-off.
Self-service data matching portal
A web platform letting clients match, audit and enrich their own files in minutes — no back-office backlog.
Document intelligence copilot
A retrieval copilot over years of operational records, answering staff questions with citations and confidence.
↳ Figures illustrative — to be replaced with confirmed case-study numbers.
Bring us a spec, or a problem. We’ll take it from there.
A short call with the people who’d do the work — Bristol or Denver, whichever suits.