AI for every size of business

AI that works
at your scale.

A village café and a multinational have more in common than either suspects: real workflows, real constraints, and no patience for AI that doesn't earn its keep. We build working AI systems — proven on our own business first — and size the engagement to yours. One person or ten thousand.

Find Your Starting Point See It Running First

You own what we build

Proof before commitment

From sole trader to enterprise

Who We Help

Same philosophy. Sized to fit.

The principles don't change with headcount — start from reality, prove value early, own the result. What changes is the scope. Pick the door that looks like your business.

Small & local businesses

Quick Wins

You're doing everything yourself, and the admin is eating the hours you'd rather spend on customers. We set up focused systems that take real jobs off your plate — email triage, automated reports, marketing that writes its first draft itself.

✓ Website, marketing & content systems
✓ Email monitoring & triage
✓ Automated reports & alerts

Fast setup. Measurable in days. Stop any time.

Growing & mid-market companies

AI Adoption

You've outgrown spreadsheets but not the habits that came with them. Data sits in silos; decisions run on last month's numbers. We connect what you have, map the workflows worth automating, and stand up an AI capability your team actually uses.

✓ AI team setup & configuration
✓ Workflow automation & process mapping
✓ Daily operational intelligence

Own the routine. Expand your team. Choose your dependencies.

Larger organisations & corporates

Strategic Partnership

You've sat through the £50k slide decks. What you haven't seen is a partner who runs the systems they recommend. We bring an operator's view of AI adoption — roadmap, pilot, cultural change — grounded in what we run daily, not what we read about.

✓ AI adoption roadmap & governance
✓ Credible pilots that prove ROI before scale
✓ Lessons-learned transfer & ongoing advisory

A pilot that proves itself beats a programme that promises.

Not sure which fits? That's normal — most businesses sit between two doors. Tell us where you are and we'll tell you honestly which one you need (sometimes the answer is the smaller one).

Why AIAI

Three commitments, whatever your size.

These don't flex with the size of the engagement. They're the same for a one-person firm as for a board-level programme.

Proof over promise

We run our own business on an autonomous AI team — email monitoring, daily briefings, research, operations. Every day, not as a demo. Before you commit to anything, we show you the systems working. Every recommendation is a pattern we already run.

95% of enterprise AI pilots delivered zero measurable value.^³ Seeing it run first is how you avoid joining them.

Start from where you are

Whether "where you are" is a laptop and a spreadsheet or a decade of legacy systems and a cautious IT department — that's the starting point we design for. No rip-and-replace, no greenfield fantasy, no assumption that you have a team waiting to be retrained.

80% of UK businesses aren't using AI meaningfully.^² The gap is the opportunity — at every scale.

Own your capability

The big vendors want you as a tenant: subscribing forever, data locked in, price going up. Everything we build transfers to you — your infrastructure, your data, your rules. For a small firm that means no surprise bills. For a corporate it means no nine-figure unwind later.

Copilot: 3.3% user adoption.^¹ Renting isn't owning.

95%

of businesses saw zero value in enterprise AI pilots

80%

of UK businesses aren't using AI meaningfully

£78B

in foregone potential from the UK AI gap

3.3%

Copilot adoption — renting isn't owning

Sources: Yahoo Finance¹, DSIT UK AI Adoption Research², MIT NANDA³, Cloudera. Full citations on the live site.

How We Work

Audit. Build. Scale. In that order, always.

The same three steps whether the engagement is a fortnight or a year. Each step earns the next — you never commit to step three on the strength of a slide.

Audit

We look at where the business actually is: tools, processes, costs, gaps. For a small firm that's a conversation. For a larger one it's a structured discovery. Either way, the output is the same — the one expensive problem worth solving first.

Build

We deploy a focused AI capability against that problem and prove it works in your environment, with your data, before anyone asks for more budget. The first engagement should cost less than the value it delivers — that's a design rule, not a slogan.

Scale

We replicate the proven pattern across operations and transfer the knowledge so your people can run and extend it. No lock-in: you renew because it works, not because leaving is too painful. Corporates call this exit-readiness. We call it owning what you paid for.

Proof, Not Pitch

Our own business runs on this. Every day.

Six autonomous AI agents run our operations: research, development, design, review, scheduling, monitoring. Here's a sample of what's running on our infrastructure right now — each one a pattern we adapt for clients.

📥

Autonomous Email Management

Every inbound email triaged — Critical, Action, Info, Noise — every 30 minutes, with escalation when something needs a human.

Running every 30 minutes

🔗

Cross-Source Synthesis

Every Sunday at 3am, the team connects YouTube insights, research reports, email intelligence and platform updates into a single prioritised action briefing.

Weekly — connects all sources

📊

Daily Operational Reports

Morning briefing and evening recap, generated automatically: calendar, email digest, tasks, energy costs, news that matters and nothing that doesn't.

Twice daily — automatic

Six written-up case studies. Wins and failures both.

From "Can AI build a real app?" to "The Machine That Runs Itself" to a live decision-by-decision build log — we document what worked, what broke, and what it cost. Because a case study that hides the crisis isn't a case study, it's an advert.

Read the case studies

From Chatbot to Co-Worker

How the autonomous team came to be

Intelligence at Speed

External client work: 70 companies profiled in under 2 hours

The Machine That Runs Itself

A business that operates while you sleep

Building in Public

14 formal decisions, documented as they happened

The Honest Conversation

The questions every size of business asks. Straight answers.

The owner-operator asks

"Isn't this all too expensive and too complicated for a business my size?"

It was, when AI meant enterprise contracts. It isn't now. Our smallest engagements start with one job — the inbox, the reports, the follow-ups — and prove themselves in days. If it doesn't pay for itself, you stop. That's the whole risk.

The commercial director asks

"How is this different from the £50k proposal already on my desk?"

Ask the consultancy behind that proposal to show you their own AI operations. We'll show you ours on the first call — live, not screenshots. Then we'll scope a pilot priced to prove value before you commit to a programme. If the pilot fails, you've bought certainty cheaply.

The IT manager asks

"What about our data, and what happens when you leave?"

53% of organisations cite data privacy as their top AI blocker — rightly. We run AI on your infrastructure where it's sensitive; your data doesn't leave your network. And everything transfers: code, configuration, documentation, training. When we leave, the capability stays. That's the deal.

AI that worksat your scale.