First-class engineer. Multiple live bespoke builds running in production across automotive, energy, EPC compliance, and trade services. I write the production code — you don't pay me to manage a subcontractor.
45–60 min · Free · No pitch
Bespoke AI engineering for named UK clients. Every system below is running in production today.
Same engineer. Same discipline. Different operations.
First-class honours in automotive engineering from Lancaster University, studied at Blackpool and the Fylde College.
A few weeks after graduating I worked through what AI could now do versus what I'd just spent four years learning. The overlap was bigger than anyone in the engineering department would say out loud.
Not all of it. But enough that the highest-leverage thing I could ship stopped being a traditional engineering job and started being the systems that replace the work.
The pattern showed up everywhere I looked: businesses paying senior salaries for clerical output, paying for twelve SaaS subscriptions that don't quite fit, paying the founder-bottleneck tax. None of it is a people problem.
It's all a systems problem.
So I build the systems.
Bespoke AI engineering for UK operators. Founder-led businesses or tight ops teams that have hit a capacity wall.
Not a product to configure. Not a packaged service. A system engineered around how your business actually runs — your operations, your software, your team's existing workflows.
Every build starts with a discovery call. Every line of production code is mine. Self-hosted where the data demands it. Every retainer is open-ended; the longest-running has been continuous for over a year.
Every build starts with a discovery call. No deck. No pitch. A technical conversation about where your time is actually leaking.
I diagnose the three bottlenecks costing you the most — in hours, in money, in opportunity. Then I tell you whether bespoke AI is the right answer or whether a process change or a different hire would solve it cheaper.
If we build, we build. If we don't, you keep a costed bottleneck map and you've lost an hour.
Systems that actually work. Outcomes you can measure. Code I'd be willing to debug at 11pm on a Tuesday because I wrote it myself.
The work that gets me out of bed: a partner firm processing more cases without working longer hours. A dealership booking more appointments without burning more ad budget. A solicitor's team getting back the half-day a week they were losing to dictation.
The alternative is watching dedicated people work 16-hour days and still fall behind because the system around them is broken.
I'd rather build something that fixes that.
— Dean Griffiths, Founder
One call. No pitch. You leave with a costed map — whether we build or not.
Book a Discovery CallOr connect with me on LinkedIn.
