AI features and automation that earn their keep
We add AI where it saves real time — drafting, sorting, answering, reading documents — and automate the routine steps around it, with costs kept in check.

What we deliver
Practical AI features and automations that save hours every week.
AI inside your product
Writing help, smart search, summaries and assistants built into the tools your team already uses.
Workflow automation
Scripts and background jobs that move data, send reminders and prepare reports on their own.
Documents to data
Read invoices, forms and orders into your system instead of typing them in.
Guard-railed and budgeted
Clear limits on what the AI may say and spend, so it stays accurate and affordable.
Tools we use
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs
- Claude
- OpenAI
- Python
- Node.js
- vector search
- background jobs

How we work
A clear plan, short steps and a team that stays after launch.
- 01
Talk it through
A free 30-minute call to understand what you need and whether we are the right fit.
- 02
Plan and price
A clear scope, timeline and price for the first release — in writing, before work starts.
- 03
Build in short steps
Something you can try every week or two, so there are no surprises at the end.
- 04
Launch and look after
We release it, watch it closely and stay on to support and grow it.
- Book a free call
AI & Automation: common questions
If yours is not here, ask us.
Will AI make things up about my business?
We design against it: answers are grounded in your own data, and facts the AI was not given are left out.
How do you control AI cost?
Every call is metered, with daily and monthly caps and a cheaper non-AI path for routine requests.
Can you automate without AI?
Often that is the better answer — many jobs need a reliable script, not a model.

Talk to us about ai & automation
A free 30-minute call with the people who would build it.
Book a free call