
AI & Intelligent Integrations
Chatbots, document processing, search, and automation, built into your product as a real feature rather than added on at the end.
Not sure where
to start?
Book a free 30 minute call. We will talk through your idea and tell you honestly what it takes to build it.
AI planned into the product, not bolted on
We work as your product team. One team handles design, development, AI, and launch. If something needs to change after your first users try it, we are still there.
Solutions We Provide
- Chatbots trained on your own content
- Answering questions from your documents
- Pulling data out of files and forms
- Drafting and summarising content
- Search that understands the question
- Automating steps a person does by hand
We pick the tools to fit your project, not the other way round. On the first call we will tell you what we would build it with and why.

AI Integration Process.
How we add AI to a product without shipping something that breaks the first time a real user tries it.
Pick The Right Use Case
We work out where AI genuinely helps in your product, and where it would just be a gimmick.
Look At Your Data
We check what data you have, how clean it is, and which systems we need to connect to.
Choose An Approach And Prove It
We decide how to build it, then put a rough working version in front of you fast.
Build It Properly
The real version gets error handling, logging, and monitoring, so you know when something goes wrong.
Ship And Hand Over
It goes into your product, documented, with your team walked through how it works.
Why Build AI Features With Alpha Brackets.
We build AI features meant to run in front of paying users, not ones that only work in a controlled demo.
OpenAI, Claude, Gemini, or an open model. We pick per job and tell you why.
Products we build leave room for AI features, so adding one later is not a rebuild.
We design around what each call costs, so usage going up does not quietly become a problem.