An AI studio for owner-run UK businesses
Most companies buy AI tools and change nothing. We build the thing underneath that actually moves the number.
We start from your commercial strategy, then redesign the work and the software underneath it, so capacity scales without payroll. The result: more revenue, fewer hires, a business worth more.
Everyone's "using AI". Almost nobody is making money from it, because they spread it thin across everyone instead of pointing it at the few processes that drive growth. That gap is the whole job.
Source: British Chambers of Commerce, 2026 · 54% of UK firms now use AI
What we change
We start from your commercial strategy and the two or three growth drivers that genuinely move the business, then point AI only at the processes behind them. Each one comes with a number you can hold us to.
Break the ceiling that says "to do more, hire more". We redesign the work so capacity scales with software, not salaries. The prize isn't a few minutes saved; it's taking on more work without proportional headcount.
Turn the AI and the know-how you build into an asset on your balance sheet. The framework, the data, the working system: yours to own, defend, and sell when the time comes.
The expertise trapped in a few people's heads becomes a system the whole company can use. One that keeps working when they're on holiday, on parental leave, or gone. The business stops being held together by one person's memory.
Selected work
Results from named clients, in their own words where they've gone on record.
"…gave our teams the space to push creative boundaries without being slowed down by the operational grind." Joe Newcombe · SVP Global Creative Technology & Product, Dentsu
"…we've cut pre-analysis time dramatically and can deliver more holistic recommendations with greater confidence." Dr Mark Mikhail · Founder, Three Peaks
"Working with them we saw a 90% user return vs. rate alone." David Berlin · CPO, Unidays
96% accuracy on rejections. Zero investable companies missed. Over 90% taken off the cost of every decision.
A new IP category for unscripted TV. Worker Bee now owns a proprietary cross-series story data layer that compounds with every production.Story Engine · Worker Bee × Rabbit co-invest
"We're seeing more patients with the same team, our financial picture is real-time for the first time, and the end-of-month partner-percentage arguments are gone." Founder & Clinical Director, Kognipraxis
Read the full case studyHow we engage
We run the transition with you, then hand it over. Strategy first, so AI points at growth instead of busywork. Then your people, so it sticks. Then the workflows where it earns its keep.
A commercial plan before any tool: the two or three drivers that genuinely move revenue, margin or capacity, and the handful of processes behind them. AI gets pointed there, and nowhere else.
A standing AI Champions group, one per function, trained on your real work, not generic prompt courses. A short Business AI Manifesto, written with you, becomes the rulebook everyone lives by. They own this when we leave.
We map the work, then decide together what to leave alone, what to assist, and what to automate end to end or rebuild outright. The work redesigned, not a faster engine bolted to the old chassis.
How we start
We start from the commercial picture, pick one or two high-value processes, and build a working proof before anyone commits to a bigger build. Quick wins that matter to the P&L, not pilot theatre.
No rip-and-replace
We get the value out of the CRM, ERP and tools you already have, rather than ripping them out. The change is in how the work flows, not a year-long systems migration.
The method
The biggest mistake in the market is treating AI as one thing. It isn't, and the kind of work decides the kind of AI. Some work should just run itself. Some should sharpen your best people, not replace them. A few core workflows are worth building properly. And sometimes the honest answer is to leave a process well alone, most won't tell you that.
High-volume, rules-based work that quietly drains the team. AI runs it; a person owns the exceptions. This is automation, not assistance, humans stop touching it.
Analysis, proposals, decisions, client relationships. AI does the legwork and lays out the options at speed; your experienced people still decide. We sharpen judgement, we don't try to automate it away.
The few defensible workflows worth owning. Real software with a codebase, a named owner, and IP that stays yours. This is where our in-house engineering team lands.
No hype, no pressure
54% of UK firms now use AI. Barely one in ten makes money from it. The few that do aren't louder or bigger; they redesigned the work behind their growth. Thirty minutes, no pitch. We'll show you where the return would be in your business, and where it wouldn't.
Most owners who get in touch are quietly wondering if they're already behind. Usually they're not. Yet.