The owner without a tech team
You are running the business, you see AI everywhere, and you need a partner who can handle the technical side without making it your problem.
- 10-50 employees
- No internal developer
- A few hours a week to invest in this
AI consultancy for SMEs
AI consultancy for SMEs that need practical wins
SMEs need AI work that respects time, budget, data quality, and existing tools. We start small, prove value, and leave systems your team can run.
- First win
- Two to four weeks
- Owner posture
- Plain-English handover
- Where we work
- UK-wide, mostly SMEs of 10-150 people
Good fit when
For SME leaders who need the first useful AI move, not a transformation programme.
The right first step should fit around the business you already run: limited time, imperfect data, existing tools, and a team that needs to trust the result.
- Current situation
You need a practical way to start
This is usually for SMEs with limited internal technical capacity and a preference for owned, practical systems.
- What we help with
One workflow, one measurable first win
We start where a manual process is wasting time, creating delay, or making the team rely on workarounds.
- Common concern
Will this be too expensive or technical?
The first scope is deliberately small, documented plainly, and handed over to an operational owner.
Who this is for
Owner-operators who want a sensible first move with AI.
We work most often with SMEs that have a strong operating team but limited bandwidth for AI experimentation. The point of the engagement is to leave you with something useful, not a strategy deck.
The MD weighing budget commitments
You can spend, but you want defensible reasoning before you do. You want a partner who will tell you when something is not worth doing yet.
- A board or shareholder asking about AI
- Pressure to be seen to act
- No appetite for a six-figure first move
The ops lead carrying the workflow
You know exactly which 30 minutes a day you would like back across the team. You want a partner who can ship that one workflow without breaking the rest.
- A clear pain in one specific process
- A small but capable team
- A clear preference for owned tools, not more SaaS subscriptions
How a first SME engagement looks
Three sensible first projects.
These are composite, but recognisable to anyone running a small UK business. Each is the kind of work we ship inside a fortnight.
Architecture practice · 14 staff
A faster, defensible quote-builder
A small architecture firm was quoting by hand from a fee-spreadsheet that took half a day per quote. The partners wanted faster quotes without losing the bespoke pricing logic.
What we'd ship
A quote-assistant tied to their existing fee spreadsheet, with the partner reviewing every output before it went to the client. Quote time fell from half a day to under an hour, with the bespoke logic preserved.
Timeline·Two weeks to a working tool the partners owned.
Ecommerce team · 12 staff
Customer-email triage that respects tone
A small ecommerce team had a single overworked customer-service inbox. Replies were slow because every email needed sorting, prioritising, and drafting from scratch.
What we'd ship
A triage assistant that categorises inbound email, drafts a reply in the brand voice, and surfaces priority cases at the top of the queue. The operator approves or edits — never automatic send.
Timeline·Three weeks including the voice-tuning pass.
Consultancy · 6 partners
Meeting-summary workflow that survives the partners
A six-partner consultancy was losing decisions and action items in their meeting notes. They wanted structure without buying yet another SaaS subscription.
What we'd ship
A meeting-summary workflow that takes the partners’ recordings, extracts decisions, action items, and open questions, and writes them back into the project workspace each partner already uses.
Timeline·Two weeks, including one round of feedback from each partner.
How we work with SMEs
Small scope. Real handover. Honest maintenance.
The SME shape of work is different. We respect the constraints up front rather than discovering them in week three.
- Step 01Find the highest-friction workflow
Often the workflow nobody has time to fix is the right starting point. We pick one and design the smallest useful intervention.
- Step 02Design a low-risk first move
Reversible. Inspectable. Approval-gated where it matters. The first move should not put pressure on the rest of the business.
- Step 03Train the team around the new operating pattern
A short session on how to use it, how to inspect it, and how to pause it. The team owns the workflow after handover, not us.
- Step 04Document ownership, measurement, and next steps
Plain-English documentation. A named owner. A measurement plan. A clear answer to "what is the second project, and when".
Questions SME owners ask us
Direct answers, no fluff.
Can you help without an internal developer?
Yes. We can handle the technical delivery and document the system in plain English so your operations lead — not a developer — can own it after handover.
How small can the first project be?
Small enough to prove a real operational gain in a fortnight, without reorganising the business around it. The first project should be the cheapest defensible win, not the most exciting one.
Do you provide training?
Yes. Training is part of making the workflow stick after implementation — including a short session on how to inspect, pause, or modify what we have shipped.
How do you keep budgets honest?
Fixed scope on the first engagement. Clear, separately budgeted maintenance after launch. We tell you when something is too expensive for the value before we quote it.
What if our data is messy?
Most SME data is messy. We scope the workflow around what is usable today and call out exactly where data work would unlock more value tomorrow.
Next step
Start with one workflow worth fixing.
Most first conversations take 30 minutes. We will tell you whether the workflow you have in mind is the right first move — even if the answer is "wait".