Numbers that speak for themselves
Every metric below represents a real business, with real employees, real customers, and real money on the line.
Deep dives
Detailed breakdowns of our highest-impact projects.
Across every function
What the case studies above actually show
Each case study above is a real UK business engagement, with real numbers we have agreed to publish. The pattern is almost always the same: pick one painful workflow, scope it tight, run a 4-8 week pilot alongside the existing process so nothing breaks if it fails, measure the result against a baseline the client set themselves, and only roll out if the numbers land.
We deliberately do not publish every engagement. Some are commercially sensitive on the client side; some are too small to be useful as a case study; a few were ones we walked away from because AI was not the right answer. What you see above is roughly two-thirds of the work we have done in the last 18 months. If you want to dig into a specific sector or workflow, the deep-dive case studies are the right place to start.
Frequently asked questions about our case studies
Can I speak to one of the businesses in your case studies?
Sometimes yes, depending on the client. About a third of our past clients are happy to take a short reference call from a serious prospect. We will not introduce you until we are both confident there is a real engagement to scope, since their time matters too. Ask on the intro call and we will arrange it if it makes sense.
Why are some case studies anonymised?
Two reasons. Some clients prefer not to be named publicly because the work touches commercially sensitive areas (pricing, customer data, internal hiring). Others would be happy to be named but the case study would identify a specific third party (a competitor, a supplier, an acquirer in flight) and that conversation needs to wait. Where a name is omitted, the numbers and the work are real.
Do you have a case study in my sector?
We have published work across professional services, construction, manufacturing, retail, ecommerce, and logistics. If your sector is not yet covered above, the patterns usually transfer — most AI savings in a UK SME come from the same five or six workflows regardless of vertical. Book an intro call and we will tell you honestly whether we have done close enough work before.
Will my project deliver the same numbers?
Genuinely, we do not know yet. The case studies above show what is possible, not what is guaranteed. Most clients land somewhere in the middle of our range; a few exceed it; a small number we politely tell to fix a non-AI problem first. The Free AI Opportunity Report is the lowest-risk way to find out where your business is likely to sit.
Your results are next
Every case study started with one conversation. A free 45-minute call to walk through what could work for you.
Book an intro call