AI-accelerated, human-owned
AI shortens the loop. Product judgement, architecture, review, and accountability stay with me.
AI engineering for UK businesses
AI that earns its keep.
I build dependable AI agents, controlled business automation, and production AI features. Small first release. Clear measure of value. No innovation theatre.
Two ways to move
Pick the constraint, not the buzzword.
A good first project
Frequent. Painful. Measurable.
The strongest first use case is not the most futuristic one. It happens often, costs real time or money, has representative examples, and can be checked by a person.
01
High frequency
It happens enough for the improvement to compound.
02
Clear baseline
We can measure time, cost, errors, or conversion today.
03
Bounded judgement
The task has rules, examples, and an escalation path.
04
Real owner
Someone understands the workflow and can approve trade-offs.
Working principles
Speed without the hangover.
Evidence before expansion
A focused prototype or baseline comes before a broad roadmap and larger commitment.
Built to be understood
You get visible assumptions, costs, risks, operating notes, and code your team can continue.
FAQ
Before we build
Do I need to know exactly what to build?
No. Bring the business problem, the awkward workflow, or the product idea. I will help reduce it to a testable scope and tell you plainly where AI adds value—and where ordinary software is the better answer.
How quickly can we start?
I reply to enquiries within 24 hours. After a fit call and access to the right examples, a focused prototype or audit can usually begin quickly. The written scope will state the actual timeline before you commit.
How is the work priced?
Focused pilots and MVPs are normally fixed-scope. Larger integrations can be staged into paid milestones. Cloud optimisation is scoped after the billing and architecture baseline is understood. You receive the price and assumptions in writing.
Can you work with our existing developers?
Yes. I can own a bounded workstream, prototype the uncertain part, integrate into an existing product, or hand over tested code and technical notes to your team.
No-obligation project call
Bring me the bottleneck
Tell me what is slow, expensive, or hard to scale. I'll reply within 24 hours with useful questions and the clearest next step—even if that step is not AI.
What happens next
A short fit check, a focused call, then a written scope covering outcome, timeline, cost, risks, and what I need from you.