AI Service Design & Custom Business Systems
AI operating
systems,
built to run
your business.
Privacy-first, custom AI systems that give everyone on your team an assistant that knows your customers, your prices and the way you do things — and work safely with the tools you already use.
What custom AI systems can do for your business
The Problem
Most AI projects fail. Rarely because of the AI.
95%
of organisations studied by MIT researchers saw no measurable return from their generative AI projects.
Source — MIT NANDA, The GenAI Divide: State of AI in Business 2025
The technology is rarely the issue. The fit is. Off-the-shelf AI doesn't know your customers, your paperwork, or the fifteen-year-old system your accounts still run on.
So we don't start with software. We start by sitting with your team.
-
01
The same details, typed three times
An order arrives on WhatsApp, gets typed into a spreadsheet, then typed again into accounts. Every day.
-
02
Simple questions that take a day
Who owes us? What's selling? What's running late? Each answer means someone digging through files.
-
03
Tools that don't know you
Generic AI writes a nice paragraph. It can't see your price list, your customers or your policies.
How We Work
We start at your team's desks, not at a keyboard.
Every engagement follows the same five steps. It's service design applied to AI: watch the real work, fix the real bottleneck, prove it on real cases.
Illustration · One Day at the Accounts Desk
- Retyping between systems3h 10m
- Searching for information1h 45m
- The actual job3h 05m
We spend time beside the people who do the work — the accounts clerk, the dispatcher, the front desk — and watch where the hours really go. Most of what we need to know isn't written down anywhere.
Illustration · How an Order Travels
Fix here first
We map how information moves through your business — WhatsApp, email, spreadsheets, accounts, paper — and pinpoint the one or two places where a fix pays back fastest. You get that map in plain English.
Your AI Systems
A proven foundation, plus modules built for you.
We design and build your AI systems — the assistants, automations and custom modules your business needs — connected to the tools you already use, speaking your terminology, following your rules.
Illustration · Test Set — 200 Real Past Cases
Ready for go-live
Before anything goes live, we build a test set with your most experienced people: real past cases, with the right answers. Every improvement is graded against it — so you can see it works, not just take our word for it.
Handover
- Runs in your own account
- Your team trained to run it
- A plain-English playbook
- Support when you want the next module
Your systems live in your own account, inside your own security boundary. We train your people to run and extend them, so they keep working long after we've left — and we're a call away when you want the next one.
Your Know-How
AI solutions that learn how your business does things.
Your price list. Your policies. The way you write a quote. What "urgent" means to your dispatcher. We capture it once and every assistant follows it — so when one person finds a better way, everyone benefits.
Yours to Keep
Built on open source. Owned by you.
Your AI systems are built on a proven open-source foundation and set up in your own account — not rented from us. No lock-in: if we ever part ways, everything keeps running.
They connect to the tools you already run on, and we build custom modules for the parts of your business that are unlike anyone else's. Nothing gets ripped out.
Talk to us about your tools-
Messaging
WhatsApp and email
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Spreadsheets
Excel and Google Sheets
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Accounts
QuickBooks, Sage and others
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Point of sale
Daily sales and stock
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Documents
PDFs, scans and forms
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Bookings
Calendars and reservations
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Your database
Even the old one nobody wants to touch
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Your tools
If it holds your data, we can usually connect it
Safe by Design
Your data stays yours. People stay in charge.
Every assistant starts with access to nothing. It only sees what you choose to connect, and everything it reads or does is recorded.
Anything that matters — sending a message, changing a record, approving a payment — can wait for a person to say yes.
-
01
Starts with nothing
Each assistant works in its own sealed space. It can't browse the internet or reach another system unless you've allowed it.
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02
Only what it needs
Access is given to specific records, not whole systems — and you can require a human OK before anything is changed or sent.
-
03
Private when shared
When someone shares a report or an app, colleagues only see it if they already had access to the data behind it.
Start Here
Wondering where AI fits in your business?
Request a conversation. No jargon and no hard sell — just a straight look at where AI could save your team real hours, and whether it's worth doing at all.
Who You'll Talk To
James Barber is an AI solutions architect and consultant, specialising in service design and custom AI systems.