AI features that ship inside working software
Not a demo notebook. An AI capability built into the product your users already open, with the evaluation and cost controls built at the same time.
2 wks
To a working POC
15
AI capabilities we build
9
Years in business

What you get
What every build includes
An AI feature is software first. We build it with the same scope, tests and release discipline as the rest of your product.
Talk through the use caseA workflow worth automating, agreed before any model is chosen
The feature wired into your existing product and data
Quality scored against your own cases before release
Our process
From a measured workflow to a shipped feature
Each step ends with something you can inspect: a scope, a prototype, a score, a release.
- 01
Pick the workflow
Agree one workflow worth improving, and how success will be measured.
- 02
Prototype on your data
A working prototype against your real cases, not sample data.
- 03
Build it into the product
Wire the feature into your existing app, sign-in and data.
- 04
Score, release, monitor
Evaluation before release, then monitoring of quality and cost.
Tech stack
What we build it with
Four layers, each chosen per project. Open one to see what sits in it and why.
Models & frameworks
The layer that generates. Chosen per task against quality, latency and cost.
Retrieval & data
Where grounded answers come from: your documents, indexed and tuned.
Serving & ops
How it runs in production, and how you see what it is doing.
Evaluation
How we know the output is good enough before a user sees it.
More AI capabilities
Fourteen more ways we apply AI
AI Chatbot Development
Smart, conversational AI for business.
AI Agents Development
Linked agents for smarter tasks.
AI Voice Agents
Voice intake and call handling.
Generative AI Solutions
AI that creates and innovates.
LLM Chatbot Development
Grounded in your own content.
LLMs for SMEs & Enterprises
AI built to scale with you.
RAG Model Development
Smarter AI with search + generation.
GPT Integration
AI seamlessly in your workflow.
Prompt Engineering
Better prompts, better results.
Machine Learning Development
AI that learns from your data.
NLP Development
Classification, extraction, sentiment.
AI Workflow Automation
Process automation that holds up.
AI MVPs & POCs
Proof before you commit to a build.
AI Consulting
Where AI pays off, and where it doesn't.
Frequently asked questions
The questions we get asked about AI
Data handling, output quality, cost and ownership.
Add one AI feature to your product
Two weeks, your data, a working prototype and a costed plan to ship it.
