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Automation · Forecasting · Drafting

Practical AI for businesses without a data team.

AI is only worth paying for when it takes over a job you're sick of doing or spots something you'd have missed. That's the bar. I build the small, useful kind: paperwork that handles itself, trends and forecasts drawn from your own records, and first drafts of the quotes, replies and reports you write every week. Most of this ships remotely, wherever you are.

Sound familiar?

The hype is loud. The useful bit is quiet.

Nobody needs a chatbot for its own sake. What businesses actually need is fewer evenings lost to admin, fewer surprises in the numbers, and the first draft already written.

What I build

Four jobs a computer should be doing.

Each one starts with hours you're already losing, not with technology looking for a problem.

Paperwork that handles itself

Invoices, delivery notes, emails and forms read automatically and filed where they belong. The computer does the retyping; you do the checking.

Trends and forecasts from your own records

Which lines are quietly growing, which season is slipping, what next month's stock and staffing should look like: learned from your own history, not a generic industry average that's never seen your books.

First drafts written for you

Quotes, proposals, replies and reports drafted from your own templates, past jobs and records, in your voice rather than a chatbot's. You read it, change what needs changing, and send.

Answers from your own files

Ask a plain-English question and get an answer drawn from your contracts, manuals, emails and past jobs, with the source shown so you can check it. The filing cabinet, finally searchable.

How I work

Start with the job, not the technology.

We find the hours you're losing before any model gets a mention. Then we prove it works on your data before you spend properly.

Who it's for

Anywhere the evenings go to paperwork.

Estate & land agents

Particulars and letters drafted, paperwork read and filed, and what's selling learned from your own records.

Consultancies & practices

Reports and proposals drafted from your own past work, and long documents summarised before you open them.

Shops & hospitality

Bookings and stock forecast from your own seasons, and enquiries answered with a draft ready to send.

Growing SMEs

The admin and reporting that pile up as you grow, handled by a computer instead of another hire.

Questions

Asked often, answered straight.

Is AI actually useful for a small business, or just hype? +

Both exist. The useful part is narrow and unglamorous: reading documents, spotting patterns in your numbers, writing the first draft. That's the part I build. If the honest answer is that you don't need it, that's the answer you'll get.

What's the difference between AI and ML? +

Machine learning (the ML bit) is how a computer learns patterns from your records. AI is the umbrella term it all gets sold under. In practice they arrive as the same thing: software that learns how your business behaves.

Does my data get shared with the big AI companies? +

Not without you knowing. Before anything is switched on I'll tell you exactly what goes where, and I use business-grade services whose terms say your data isn't kept or used to train anyone else's system.

Will it sound like a robot wrote it? +

Not if it's done properly. Drafts are built from your own past writing, templates and records, so they read like you on a good day. And you see every one before it goes anywhere.

Do I need a lot of data for this to work? +

Less than you'd think. A few years of bookings, invoices or job records is often plenty, and messy is workable: tidying it up is part of the job.

What does it cost to run? +

A monthly fee for the AI services behind it, sized to how much you use them, and usually small next to the hours it saves. It's in the quote before you decide, not discovered afterwards.

Get in touch

Tell me the job you're sick of doing.

Free, no-obligation chat. I'll tell you honestly whether a computer can do it, and what it would cost to find out.