AI that does real work inside your product.

We design, build and ship AI features on Claude and OpenAI, connected to your data and tested before they reach your customers.

Book a discovery callWhat we build
An AI feature under development: source code beside a visualisation of the model it calls.

What we build.

AI search & Q&A

Let customers and staff ask questions in plain language and get answers from your own documents.

Support chatbots

Assistants that answer around the clock and hand off to a human when it matters.

Document processing

Extract, classify and code information from notes, forms and PDFs, like we do for medical coding.

Content generation

On-brand product descriptions, summaries and drafts, with review steps built in.

AI in WordPress

Plugins that bring AI into your site, from SEO and accessibility scans to smart content tools.

Prototypes & pilots

A working proof of concept you can put in front of users, before committing to a full build.

How it works.

Start small, prove value, then scale.

  1. 1

    Find the use case

    We pick one task where AI saves real time or money.

  2. 2

    Prototype

    A working version on your real data, to test with real users.

  3. 3

    Harden

    Evals, guardrails, monitoring and cost controls before launch.

  4. 4

    Launch & improve

    Ship to users, measure results, keep improving.

Tools we use

A proven AI stack.

Claude APIOpenAIMCPSupabase pgvectorNext.jsNode.jsVercelWordPress

Case study

MedicalCoding.Online

An AI SaaS that turns clinical notes into ICD-10, CPT and HCPCS codes, with a claim scrubber and programmatic SEO pages.

Read the case study

Questions.

Is my data safe?

We use providers' business APIs, keep secrets encrypted, and only send the data a feature needs. We'll walk you through exactly where your data goes.

How long does a first AI feature take?

A first working prototype typically takes about a week. You'll get a written estimate after the discovery call.

What will it cost to run?

We estimate model usage costs up front and build in caching and limits so there are no surprise bills.

Can you add AI to an existing app or WordPress site?

Yes. Most of our AI work plugs into products and sites that already exist.

Let's find your first AI win.

A short call is all it takes to get started.

Book a discovery callAll services