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AI and automation for UK small businesses

Do more with the team you already have.

We take the repetitive admin off your people's plates: the reading, re-typing, chasing and reporting. That means they can get on with the work that grows the business. It's not about replacing anyone. It's about not needing to hire again quite so soon.

Who we work with

No IT team

You run the business, and the technology is whoever's least busy. You want things that work without someone babysitting them.

An IT provider who fixes laptops

Your provider keeps email, devices and backups running. That's valuable, but it isn't the same as improving how work gets done.

On the brink of a hire

The team is stretched and you're about to recruit. Taking the repetitive work away first could buy you months before you need to.

Six jobs we take off your plate

These are the places we most often find hours going missing in a small business. If one of them sounds familiar, that's usually the place to start.

Not everything needs AI.

A surprising number of "AI problems" are really a missing integration, a messy spreadsheet or a process nobody wrote down. When that's the case, we'll say so and fix it the simple way. It's cheaper for you and it's more reliable.

When AI is the right tool, we build it with a person in the loop where it matters, on systems you already use, and we hand it over so you're not dependent on us.

Fixed scope. Agreed up front.

Three sizes of engagement, all with a fixed scope and a fixed price agreed before any work starts. No open-ended day rates.

How we work →

Quick Win

One task, one fix. A small, fast piece of work that proves whether AI earns its place in your business.

Automation Sprint

One workflow automated end to end, with a fixed scope and a clear result. This is where most clients start.

Operations Uplift

Several connected workflows across the business, planned and delivered together.

Need a website too? We build those as well, either alongside an automation project or on their own.

Who you'll work with

Incubate Labs is run by Simon Newton from Cambridgeshire. Before this, Simon spent years delivering operations and technology programmes, most recently as a Lead Product Delivery Manager at Ocado, after earlier careers in the British Army and in post-conflict reconstruction.

You deal with the person doing the work, from the first call to the handover. More about Simon →

Things I've built

See all →

attestloop

The problem
Regulations are long, and working out which obligations apply to you is slow, expert work.
What I built
An agentic pipeline that reads regulatory documents, pulls out the obligations and maps them to control frameworks.
What it shows
GitHub →

mysankeycom

The problem
Flows of energy, money or stock are hard to explain in a table.
What I built
An AI-assisted builder for interactive Sankey diagrams. Describe the flow and get a clear, shareable chart.
What it shows
GitHub →

idea-incubator

The problem
Good ideas get lost in notes apps and never get tested.
What I built
A Telegram bot that runs a six-question discovery conversation about a new idea, gives honest critique, and saves each idea as a tidy document.
What it shows
GitHub →

Not ready to talk yet?

Take the free Readiness Check. A few minutes of questions about how work happens in your business, and you'll see which jobs are worth automating first. No email needed.

Take the Readiness Check →

Start with a conversation.

Tell us what's eating your team's time. We'll tell you honestly whether AI is the right fix, and what a sensible first step looks like.

Get in touch →